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We assemble a data set of more than eight million German Twitter posts related to the war in Ukraine. Based on state-of-the-art methods of text analysis, we construct a daily index of uncertainty about the war as perceived by German Twitter. The approach also allows us to separate this index into uncertainty about sanctions against Russia, energy policy and other dimensions. We then estimate a VAR model with daily financial and macroeconomic data and identify an exogenous uncertainty shock. The increase in uncertainty has strong effects on financial markets and causes a significant decline in economic activity as well as an increase in expected inflation. We find the effects of uncertainty to be particularly strong in the first months of the war.
Quantitative models have several advantages compared to qualitative methods for pest risk assessments (PRA). Quantitative models do not require the definition of categorical ratings and can be used to compute numerical probabilities of entry and establishment, and to quantify spread and impact. These models are powerful tools, but they include several sources of uncertainty that need to be taken into account by risk assessors and communicated to decision makers. Uncertainty analysis (UA) and sensitivity analysis (SA) are useful for analyzing uncertainty in models used in PRA, and are becoming more popular. However, these techniques should be applied with caution because several factors may influence their results. In this paper, a brief overview of methods of UA and SA are given. As well, a series of practical rules are defined that can be followed by risk assessors to improve the reliability of UA and SA results. These rules are illustrated in a case study based on the infection model of Magarey et al. (2005) where the results of UA and SA are shown to be highly dependent on the assumptions made on the probability distribution of the model inputs.
In cases in which there is the possibility of massive human losses, the threshold likelihood of their occurrence, and the non-excessive costs of their prevention, we ought to act now. This is all the more definitely the case because it may well be that this is the time-of-last-opportunity to head off one or more potential disasters, all of which may still be preventable by sufficiently rapid reductions in carbon emissions from the combustion of fossil fuel. It is unfair that the present generation should incur as heavy a burden as it does of seizing the last opportunity for prevention of disasters like large sea-level rises, but the unfairness is not sufficient to make the burden unreasonable to bear, especially since it is not in fact as heavy as often believed.
Good quality data on precipitation are a prerequisite for applications like short-term weather forecasts, medium-term humanitarian assistance, and long-term climate modelling. In Sub-Saharan Africa, however, the meteorological station networks are frequently insufficient, as in the Cuvelai-Basin in Namibia and Angola. This paper analyses six rainfall products (ARC2.0, CHIRPS2.0, CRU-TS3.23, GPCCv7, PERSIANN-CDR, and TAMSAT) with respect to their performance in a crop model (APSIM) to obtain nutritional scores of a household’s requirements for dietary energy and further macronutrients. All products were calibrated to an observed time series using Quantile Mapping. The crop model output was compared against official yield data. The results show that the products (i) reproduce well the Basin’s spatial patterns, and (ii) temporally agree to station records (r = 0.84). However, differences exist in absolute annual rainfall (range: 154 mm), rainfall intensities, dry spell duration, rainy day counts, and the rainy season onset. Though calibration aligns key characteristics, the remaining differences lead to varying crop model results. While the model well reproduces official yield data using the observed rainfall time series (r = 0.52), the products’ results are heterogeneous (e.g., CHIRPS: r = 0.18). Overall, 97% of a household’s dietary energy demand is met. The study emphasizes the importance of considering the differences among multiple rainfall products when ground measurements are scarce.
Volatility is a widely recognized measure of market risk. As volatility is not observed it has to be estimated from market prices, i.e., as the implied volatility from option prices. The volatility index VIX making volatility a tradeable asset in its own right is computed from near- and next-term put and call options on the S&P 500 with more than 23 days and less than 37 days to expiration and non-vanishing bid. In the present paper we quantify the information content of the constituents of the VIX about the volatility of the S&P 500 in terms of the Fisher information matrix. Assuming that observed option prices are centered on the theoretical price provided by Heston's model perturbed by additive Gaussian noise we relate their Fisher information matrix to the Greeks in the Heston model. We find that the prices of options contained in the VIX basket allow for reliable estimates of the volatility of the S&P 500 with negligible uncertainty as long as volatility is large enough. Interestingly, if volatility drops below a critical value of roughly 3%, inferences from option prices become imprecise because Vega, the derivative of a European option w.r.t. volatility, and thereby the Fisher information nearly vanishes.
We investigate the applicability of the well-known multilevel Monte Carlo (MLMC) method to the class of density-driven flow problems, in particular the problem of salinisation of coastal aquifers. As a test case, we solve the uncertain Henry saltwater intrusion problem. Unknown porosity, permeability and recharge parameters are modelled by using random fields. The classical deterministic Henry problem is non-linear and time-dependent, and can easily take several hours of computing time. Uncertain settings require the solution of multiple realisations of the deterministic problem, and the total computational cost increases drastically. Instead of computing of hundreds random realisations, typically the mean value and the variance are computed. The standard methods such as the Monte Carlo or surrogate-based methods are a good choice, but they compute all stochastic realisations on the same, often, very fine mesh. They also do not balance the stochastic and discretisation errors. These facts motivated us to apply the MLMC method. We demonstrate that by solving the Henry problem on multi-level spatial and temporal meshes, the MLMC method reduces the overall computational and storage costs. To reduce the computing cost further, parallelization is performed in both physical and stochastic spaces. To solve each deterministic scenario, we run the parallel multigrid solver ug4 in a black-box fashion.
We analyze the repercussions of different kinds of uncertainty on cash demand, including uncertainty of the digital infrastructures, confidence crises of the financial system, natural disasters, political uncertainties, and inflationary crises. Based on a comprehensive literature survey, theoretical considerations and complemented by case studies, we derive a classification scheme how cash holdings typically evolve in each of these types of uncertainty by separating between demand for domestic and international cash as well as between transaction and store of value balances. Hereby, we focus on the stabilizing macroeconomic properties of cash and recommend guidelines for cash supply by central banks and the banking system. Finally, we exemplify our analysis with five case studies from the developing world, namely Venezuela, Zimbabwe, Afghanistan, Iraq, and Libya.
We find that high macroeconomic uncertainty is associated with greater accumulation of physical capital, despite a reduction in investment and valuations. To reconcile this puzzling evidence, we show that uncertainty predicts lower depreciation and utilization of existing capital, which dominates the investment slowdown. Motivated by these dynamics, we develop a quantitative production-based model in which firms implement precautionary savings through reducing utilization rather than raising invest-ment. Through this novel intensive-margin mechanism, uncertainty shocks command a quarter of the equity premium in general equilibrium, while flexibility in utilization adjustments helps explain uncertainty risk exposures in the cross-section of industry returns.
A convex body is unconditional if it is symmetric with respect to reflections in all coordinate hyperplanes. We investigate unconditional lattice polytopes with respect to geometric, combinatorial, and algebraic properties. In particular, we characterize unconditional reflexive polytopes in terms of perfect graphs. As a prime example, we study the signed Birkhoff polytope. Moreover, we derive constructions for Gale-dual pairs of polytopes and we explicitly describe Gröbner bases for unconditional reflexive polytopes coming from partially ordered sets.
Unconventional green
(2023)
We analyze the effects of the PEPP (Pandemic Emergency Purchase Programme), the temporary quantitative easing implemented by the ECB immediately after the burst of the Covid-19 pandemic. We show that the differences in aim, size and flexibility with respect to the traditional Corporate Sector Purchase Programme (CSPP) were able to significantly involve, in addition to the directly targeted bonds, also the green bond segment. Via a standard difference- in-differences model we estimate that the yield on green bonds declined by more than 20 basis points after the PEPP. In order to take into account also the differences attributable to the eligibility to the programme, we employ a triple difference estimator. Bonds that at the same time were green and eligible benefitted of an additional premium of 39 basis points.
We assess the effect and the timing of the corporate arm of the ECB quantitative easing (CSPP) on corporate bond issuance. Because of several contemporaneous measures, to isolate the programme effects we rely on one key eligibility feature: the euro denomination of newly issued bonds. We find that the significant increase in bonds issuance by eligible firms is due to the CSPP and that this effect took at least six months to unfold. This result holds even when comparing firms with similar ratings, thus providing evidence that unconventional monetary policy can foster a financing diversification regardless of firms’ risk profile. We also highlight the impact of the programme on the real economic activity. The evidence suggests that while all firms increased investment in capital expenditures and intangible assets, the CSPP induced eligible firms to invest in marketable and equity securities, to repurchase their own stocks, to hold cash and to carry out short-term investment.
Idzuchi, Hiroshi ; Pientka, Falko ; Huang, Katie F. ; Harada, Ken ; Gül, Önder ; Shin, Young Jae ; Nguyen, Loi T. ; Jo, Na Hyun ; Shindo, Daisuke ; Cava, Robert J. ; Canfield, Paul C. ; Kim, Philip
In two-dimensional (2D) NbSe2 crystal, which lacks inversion symmetry, strong spin-orbit coupling aligns the spins of Cooper pairs to the orbital valleys, forming Ising Cooper pairs (ICPs). The unusual spin texture of ICPs can be further modulated by introducing magnetic exchange. Here, we report unconventional supercurrent phase in van der Waals heterostructure Josephson junctions (JJs) that couples NbSe2 ICPs across an atomically thin magnetic insulator (MI) Cr2Ge2Te6. By constructing a superconducting quantum interference device (SQUID), we measure the phase of the transferred Cooper pairs in the MI JJ. We demonstrate a doubly degenerate nontrivial JJ phase (ϕ), formed by momentum-conserving tunneling of ICPs across magnetic domains in the barrier. The doubly degenerate ground states in MI JJs provide a two-level quantum system that can be utilized as a new dissipationless component for superconducting quantum devices. Our work boosts the study of various superconducting states with spin-orbit coupling, opening up an avenue to designing new superconducting phase-controlled quantum electronic devices.
The cryptic assassin bug subfamily Physoderinae is characterized by a distinctly uneven species and genus-level diversity across continents, but the lack of a phylogeny has so far precluded investigations into the biogeographic history of the group. Endemic Madagascan Physoderinae (11 of the 15 genera) exhibit broad morphological diversity, but the large (38 spp.) and seemingly uniform genus Physoderes is widely distributed across the Oriental and Australasian regions. The three remaining genera are small or even monotypic and restricted to the Neotropical (Cryptophysoderes, Leptophysoderes) and Afrotropical (Porcelloderes) regions. To investigate relationships among Physoderinae, with emphasis on the monophyly of the Madagascan fauna and the monophyly of Physoderes, we conducted a cladistic analysis based on 57 morphological characters and complete genus-level taxon sampling. We found that the Madagascan fauna is not monophyletic, indicating that the island was colonized more than once, although the great majority of Madagascan taxa are part of a single clade. Overall relationships are recovered as Afrotropical Porcelloderes + [(Neotropical Cryptophysoderes, Leptophysoderes) + (Madagascan, Oriental and Australasian taxa)]. Physoderes is shown to be polyphyletic and 3 new genera, Breviphysoderes gen. nov., Macrophysoderes gen. nov. and Nanophysoderes gen. nov., are erected to accommodate new species and several species previously classified as Physoderes. A taxonomic revision of Physoderes and allied genera is conducted. Diagnoses, updated distribution ranges, habitus and genitalic images, and identification keys are provided. A total of 17 synonymies are given, and 15 new species and 3 new genera are described, focusing on the diversity of Physoderinae in the Oriental and Australasian regions. The new species are Breviphysoderes fulvopicta gen. et sp. nov., B. tenebrosa gen. et sp. nov., Macrophysoderes cirripilosa gen. et sp. nov., M. elongata gen. et sp. nov., M. finisterre gen. et sp. nov., M. grandis gen. et sp. nov., Paraphysoderes popeye sp. nov., Physoderes anamalaiensis sp. nov., P. brevipennis sp. nov., P. minime sp. nov., P. muluensis sp. nov., P. mysorensis sp. nov., P. nigripennis sp. nov., P. ractepilosa sp. nov. and P. tricolor sp. nov.
The "flexibility" of gender in Tigrinya is uncovered by (i) setting a value for gender for each noun at the lexical level (i.e. bare controllers) and (ii) analysing gender shifts as signals for evaluations (i.e. evaluated controllers). The analysis is formalized as lexical rules which change the value of gend and add an elementary predication in the rels list.
In this paper I seek to account for the productive word-formation process resulting in the current proliferation of un-nouns, the semi-legitimate offspring of Humpty Dumpty´s un-birthday present (1871) and 7-Up´s commercial incarnation as The Un-Cola (1968), a construction that can be linked to the more well-established categories of un-adjectives and un-verbs, whose formation constraints we will also examine. Drawing on a large corpus of novel un-nouns I have assembled in collaboration with Beth Levin presented in the Appendices to this paper, I will invoke Rosch´s prototype semantics and Aristotle´s notion of PRIVATIVE opposites, defined in terms of a marked exception to a general class property, to generalize across the different categories of un-words. It will be argued that a given un-noun refers either to an element just outside a given category with whose members it shares a salient function (e.g. un-cola) or to a peripheral member of a given category (an unhotel is a hotel but not a good exemplar of the class-not a HOTEL hotel).
This book explores the latent and sometimes overt undercurrents that have shaped the judicial history of Cameroon since the United Nations Trusteeship period. It is an insightful account by a critical observer privileged to serve as Director of Public Prosecutions and a judge in a post-independence context characterized by dual and often conflictual legal systems inspired by French and English colonialism. Justice Nyo'Wakai demonstrates how the conflict of judicial concepts, procedures and usages have led to the Francophone judicial system trying to impose itself on the Anglophone judicial system in Cameroon. Often reduced to toothless bulldogs by new constitutional dispensations informed largely by the French colonial legacy and Francophone realities, Anglophones have bemoaned the independence of the Judiciary identified with their Anglo-Saxon heritage. In the face of such domination and the highhandedness of the Executive, only mature cool headedness and the ability to bend over backwards on the part of Anglophone legal practitioners have contained the explosive situation and allowed for a gradual evolution of the Judicial System in Cameroon.
Thomas Hardy's "Tess of the D'Urbervilles" is analyzed from an evocritical perspective in order to consider evolved human reproductive strategies through the psychology and behavior of the novel's three principal characters: Tess, Alec and Angel. It is argued that Hardy made the episode of Tess' and Alec's sexual contact, as well its interpretation by the characters, ambiguous, thereby suggesting the possibility of seduction rather than rape. In this context, two female mating patterns — inherited from our hominid ancestors — appear in Tess' behavior: a) the collection of high quality genes from a genetically fit male (Alec) who is not likely to stay with the female and provide for the offspring and b) mating with a provider male who is interested in long-term parental investment (Angel). Conversely, Angel and Alec represent two male mating strategies that evolved as possible courses of action in our species: the dad and the cad respectively. The unwillingness of Angel to forgive Tess her sexual past is considered in the context of another evolved feature of the human mind: paternal uncertainty (the fear of the male's genetic extinction through the possibility of raising another male's offspring). This is juxtaposed with studies of male jealousy in different cultures and periods. Tess' decision to tell Angel about her past is viewed in connection with the concept of modularity: an approach to human psychology based on the assumption that the mind is divided into specialized modules (responsible for different cognitive spheres) which can sometimes conflict.
Under The Steel Yoke
(2018)
In Under The Steel Yoke I hear the wailing of fellow citizens as leadership subversion takes root. When servants become masters- that is a subversion, waves of despair threaten our people. I attempt to reflect the resilience of fellow Zimbabweans as we fight on for survival, hope refuses to die. The ideals of the true liberators prick our collective conscience. These poems are meant to provoke debate about nation building and they are an assertion that there can never be peace without justice. These poems are the voices heard on the streets, in pubs, factories, churches, homes and wherever our people irk a living. These voices yearn for a glorious future.
In view of the resilience of Africa's underdevelopment, what do Africans make of their determined aspirations for development? The continent of Africa has constantly drawn global attention, most especially for both human and natural evils. Underdevelopment, it appears, is one of the most eminent threatening evils. It has plunged and promises to maintain the majority of Africa in abject poverty, insecurity, and vulnerability. What perpetuates the ghost and gory of underdevelopment in Africa, despite a proliferation of development rhetoric and initiatives? How do ordinary Africans react to repeated talk and claims of development with little evidence of transformation for the better in their material circumstances? This book interrogates the tenacity of underdevelopment amid calls for Africa to rise from its slumber and reclaim its position in global affairs as the mother continent of humankind. It contributes to the ongoing debates on why Africa remains trapped in the clutch of underdevelopment many decades after the purported end of colonialism. The book comes at a critical time in human history; a time when the talk on Africa's [under-]development is louder due to the ravages of economic downturns and dysfunctional conflicts. It poses a challenge to development practitioners, civil society activists, statesmen, economists, political scientists and theorists to rethink and reconsider their role as technocrats, experts and ambassadors of positive change in Africa and the world beyond.
Background Since June 2002, revised regulations in Germany have required "Emergency Medical Care" as an interdisciplinary subject, and state that emergency treatment should be of increasing importance within the curriculum. A survey of the current status of undergraduate medical education in emergency medical care establishes the basis for further committee work. Methods Using a standardized questionnaire, all medical faculties in Germany were asked to answer questions concerning the structure of their curriculum, representation of disciplines, instructors' qualifications, teaching and assessment methods, as well as evaluation procedures. Results Data from 35 of the 38 medical schools in Germany were analysed. In 32 of 35 medical faculties, the local Department of Anaesthesiology is responsible for the teaching of emergency medical care; in two faculties, emergency medicine is taught mainly by the Department of Surgery and in another by Internal Medicine. Lectures, seminars and practical training units are scheduled in varying composition at 97% of the locations. Simulation technology is integrated at 60% (n=21); problem-based learning at 29% (n=10), e-learning at 3% (n=1), and internship in ambulance service is mandatory at 11% (n=4). In terms of assessment methods, multiple-choice exams (15 to 70 questions) are favoured (89%, n=31), partially supplemented by open questions (31%, n=11). Some faculties also perform single practical tests (43%, n=15), objective structured clinical examination (OSCE; 29%, n=10) or oral examinations (17%, n=6). Conclusion Emergency Medical Care in undergraduate medical education in Germany has a practical orientation, but is very inconsistently structured. The innovative options of simulation technology or state-of-the-art assessment methods are not consistently utilized. Therefore, an exchange of experiences and concepts between faculties and disciplines should be promoted to guarantee a standard level of education in emergency medical care.
Schmidt, Susanne ; Zlatkin-Troitschanskaia, Olga ; Roeper, Jochen ; Klose, Verena ; Weber, Maruschka ; Bültmann, Ann-Kathrin ; Brückner, Sebastian
To successfully learn using open Internet resources, students must be able to critically search, evaluate and select online information, and verify sources. Defined as critical online reasoning (COR), this construct is operationalized on two levels in our study: (1) the student level using the newly developed Critical Online Reasoning Assessment (CORA), and (2) the online information processing level using event log data, including gaze durations and fixations. The written responses of 32 students for one CORA task were scored by three independent raters. The resulting score was operationalized as “task performance,” whereas the gaze fixations and durations were defined as indicators of “process performance.” Following a person-oriented approach, we conducted a process mining (PM) analysis, as well as a latent class analysis (LCA) to test whether—following the dual-process theory—the undergraduates could be distinguished into two groups based on both their process and task performance. Using PM, the process performance of all 32 students was visualized and compared, indicating two distinct response process patterns. One group of students (11), defined as “strategic information processers,” processed online information more comprehensively, as well as more efficiently, which was also reflected in their higher task scores. In contrast, the distributions of the process performance variables for the other group (21), defined as “avoidance information processers,” indicated a poorer process performance, which was also reflected in their lower task scores. In the LCA, where two student groups were empirically distinguished by combining the process performance indicators and the task score as a joint discriminant criterion, we confirmed these two COR profiles, which were reflected in high vs. low process and task performances. The estimated parameters indicated that high-performing students were significantly more efficient at conducting strategic information processing, as reflected in their higher process performance. These findings are so far based on quantitative analyses using event log data. To enable a more differentiated analysis of students’ visual attention dynamics, more in-depth qualitative research of the identified student profiles in terms of COR will be required.
Acharya, Shreyasi ; Adamová, Dagmar ; Adler, Alexander ; Adolfsson, Jonatan ; Aggarwal, Madan Mohan ; Aglieri Rinella, Gianluca ; Agnello, Michelangelo ; Agrawal, Neelima ; Ahammed, Zubayer ; Ahmad, Shakeel ; Ahn, Sang Un ; Akindinov, Alexander ; Al-Turany, Mohammad ; Alam, Sk Noor ; Albuquerque, Danilo Silva de ; Aleksandrov, Dmitry ; Alessandro, Bruno ; Alfanda, Haidar Mas’ud ; Alfaro Molina, Jose Ruben ; Ali, Bushra ; Ali, Yasir ; Alici, Andrea ; Alkin, Anton ; Alme, Johan ; Alt, Torsten ; Altenkämper, Lucas ; Altsybeev, Igor ; Anaam, Mustafa Naji ; Andrei, Cristian ; Andreou, Dimitra ; Andrews, Harry Arthur ; Andronic, Anton ; Angeletti, Massimo ; Anguelov, Venelin ; Anson, Christopher Daniel ; Antičić, Tome ; Antinori, Federico ; Antonioli, Pietro ; Anwar, Rafay ; Apadula, Nicole ; Aphecetche, Laurent Bernard ; Appelshäuser, Harald ; Arcelli, Silvia ; Arnaldi, Roberta ; Arratia, Miguel ; Arsene, Ionut Cristian ; Arslandok, Mesut ; Augustinus, Andre ; Averbeck, Ralf Peter ; Aziz, Sizar ; Azmi, Mohd Danish ; Badalà, Angela ; Baek, Yong Wook ; Bagnasco, Stefano ; Bai, Xiaozhi ; Bailhache, Raphaëlle ; Bala, Renu ; Baldisseri, Alberto ; Ball, Markus ; Balouza, Samah ; Barbera, Roberto ; Barioglio, Luca ; Barnaföldi, Gergely Gábor ; Barnby, Lee Stuart ; Ramillien Barret, Valerie ; Bartalini, Paolo ; Barth, Klaus ; Bartsch, Esther ; Baruffaldi, Filippo ; Bastid, Nicole ; Basu, Sumit ; Batigne, Guillaume ; Batyunya, Boris ; Bauri, Dibakar ; Bazo Alba, José Luis ; Bearden, Ian Gardner ; Bedda, Cristina ; Behera, Nirbhay Kumar ; Belikov, Iouri ; Bell Hechavarria, Ailec de la Caridad ; Bellini, Francesca ; Bellwied, Rene ; Belyaev, Vladimir ; Bencédi, Gyula ; Beolè, Stefania ; Bercuci, Alexandru ; Berdnikov, Yaroslav ; Berényi, Dániel ; Bertens, Redmer Alexander ; Berzano, Dario ; Besoiu, Mihaela Gabriela ; Betev, Latchezar ; Bhasin, Anju ; Bhat, Inayat Rasool ; Bhat, Mohammad Asif ; Bhatt, Himani ; Bhattacharjee, Buddhadeb ; Bianchi, Antonio ; Bianchi, Livio ; Bianchi, Nicola ; Bielčík, Jaroslav ; Bielčíková, Jana ; Bilandzic, Ante ; Biro, Gabor ; Biswas, Rathijit ; Biswas, Saikat ; Blair, Justin Thomas ; Blau, Dmitry S. ; Blume, Christoph ; Boca, Gianluigi ; Bock, Friederike ; Bogdanov, Alexey A. ; Boi, Stefano ; Boldizsar, László ; Bolozdynya, Alexander I. ; Bombara, Marek ; Bonomi, Germano ; Borel, Hervé ; Borissov, Alexander ; Bossi, Hannah ; Botta, Elena ; Bratrud, Lars ; Braun-Munzinger, Peter ; Bregant, Marco ; Broz, Michal ; Brücken, Erik Jens ; Bruna, Elena ; Bruno, Giuseppe Eugenio ; Buckland, Matthew Daniel ; Budnikov, Dmitry ; Büsching, Henner ; Bufalino, Stefania ; Bugnon, Ophélie ; Bühler, Paul ; Bunčić, Predrag ; Buthelezi, Edith Zinhle ; Bashir Butt, Jamila ; Buxton, Jesse Thomas ; Bysiak, Sebastian Adam ; Caffarri, Davide ; Caliva, Alberto ; Calvo Villar, Ernesto ; Soto Camacho, Rabi ; Camerini, Paolo ; Capon, Aaron Allan ; Carnesecchi, Francesca ; Caron, Robin Albert Andre ; Castillo Castellanos, Javier Ernesto ; Castro, Andrew John ; Casula, Ester Anna Rita ; Catalano, Fabio ; Ceballos Sanchez, Cesar ; Chakraborty, Pritam ; Chandra, Sinjini ; Chang, Wan ; Chapeland, Sylvain ; Chartier, Marielle ; Chattopadhyay, Subhasis ; Chattopadhyay, Sukalyan ; Chauvin, Alex Henri Jean ; Cheshkov, Cvetan Valeriev ; Cheynis, Brigitte ; Chibante Barroso, Vasco Miguel ; Chinellato, David Dobrigkeit ; Cho, Soyeon ; Chochula, Peter ; Chowdhury, Tasnuva ; Christakoglou, Panagiotis ; Christensen, Christian Holm ; Christiansen, Peter L. ; Chujo, Tatsuya ; Cicalò, Corrado ; Cifarelli, Luisa ; Cindolo, Federico ; Cleymans, Jean Willy Andre ; Colamaria, Fabio Filippo ; Colella, Domenico ; Collu, Alberto ; Colocci, Manuel ; Concas, Matteo ; Conesa Balbastre, Gustavo ; Conesa Del Valle, Zaida ; Contin, Giacomo ; Contreras Nuno, Jesus Guillermo ; Cormier, Thomas Michael ; Corrales Morales, Yasser ; Cortese, Pietro ; Cosentino, Mauro Rogerio ; Costa, Filippo ; Costanza, Susanna ; Crochet, Philippe ; Cuautle Flores, Eleazar ; Cui, Pengyao ; Cunqueiro Mendez, Leticia ; Dąbrowski, Daniel ; Dahms, Torsten ; Dainese, Andrea ; Damas, Florian Paul André ; Danisch, Meike Charlotte ; Danu, Andrea ; Das, Debasish ; Das, Indranil ; Das, Prottay ; Das, Prottoy ; Das, Supriya ; Dash, Ajay Kumar ; Dash, Sadhana ; De, Sudipan ; De Caro, Annalisa ; De Cataldo, Giacinto ; Cuveland, Jan de ; De Falco, Alessandro ; De Gruttola, Daniele ; De Marco, Nora ; De Pasquale, Salvatore ; Deb, Suman ; Banerjee, Debjani ; Franz Degenhardt, Hermann ; Deja, Kamil Rafal ; Deloff, Andrzej ; Delsanto, Silvia ; Devetak, Damir ; Dhankher, Preeti ; Di Bari, Domenico ; Di Mauro, Antonio ; Arteche Diaz, Raul ; Dietel, Thomas ; Raisig, Pascal ; Ding, Yanchun ; Divià, Roberto ; Dixit, Dhruv Utpalkumar ; Djuvsland, Øystein ; Dmitrieva, Uliana ; Dobrin, Alexandru Florin ; Donigus, Benjamin ; Dordic, Olja ; Dubey, Anand Kumar ; Dubla, Andrea ; Dudi, Sandeep ; Mallick, Dukhishyam ; Dupieux, Pascal ; Ehlers, Raymond James ; Eikeland, Viljar Nilsen ; Elia, Domenico ; Engel, Heiko ; Epple, Eliane ; Erazmus, Barbara Ewa ; Erhardt, Filip ; Erokhin, Andrey ; Ersdal, Magnus Rentsch ; Espagnon, Bruno ; Eulisse, Giulio ; Evans, David ; Evdokimov, Sergey ; Fabbietti, Laura ; Faggin, Mattia ; Faivre, Julien ; Fan, Feng ; Fantoni, Alessandra ; Fasel, Markus ; Fecchio, Pietro ; Feliciello, Alessandro ; Feofilov, Grigori A. ; Fernández Téllez, Arturo ; Ferrero, Andrea ; Ferretti, Alessandro ; Festanti, Andrea ; Feuillard, Victor Jose Gaston ; Figiel, Jan ; Filchagin, Sergey ; Finogeev, Dmitry ; Fionda, Fiorella Maria Celeste ; Fiorenza, Gabriele ; Flor, Fernando Antonio ; Foertsch, Siegfried Valentin ; Foka, Panagiota ; Fokin, Sergey ; Fragiacomo, Enrico ; Frankenfeld, Ulrich ; Fuchs, Ulrich ; Furget, Christophe ; Furs, Artur ; Fusco Girard, Mario ; Gaardhoeje, Jens Joergen ; Gagliardi, Martino ; Gago Medina, Alberto Martín ; Gal, Arthur Willem Jean ; Duarte Galvan, Carlos ; Ganoti, Paraskevi ; Garabatos Cuadrado, Jose ; Garcia-Solis, Edmundo Javier ; Garg, Kunal ; Gargiulo, Corrado ; Garibli, Aydan ; Garner, Katharina ; Gasik, Piotr ; Gauger, Erin Frances ; Ducati, Maria Beatriz de Leone Gay ; Germain, Marie ; Ghosh, Jhuma ; Ghosh, Premomoy ; Ghosh, Sanjay Kumar ; Gianotti, Paola ; Giubellino, Paolo ; Giubilato, Piero ; Glässel, Peter ; Gómez Coral, Diego Mauricio ; Gómez Ramírez, Andrés ; Gonzalez, Victor ; González Zamora, Pedro ; Gorbunov, Sergey ; Görlich, Lidia Maria ; Gotovac, Sven ; Grabski, Varlen ; Graczykowski, Łukasz Kamil ; Graham, Katie Leanne ; Greiner, Leo Clifford ; Grelli, Alessandro ; Grigoraș, Costin ; Grigoryev, Vladislav ; Grigoryan, Ara ; Grigoryan, Smbat ; Groettvik, Ola Slettevoll ; Grosa, Fabrizio ; Große-Oetringhaus, Jan Fiete ; Grosso, Raffaele ; Guernane, Rachid ; Guittiere, Manuel ; Gulbrandsen, Kristjan Herlache ; Gunji, Taku ; Gupta, Anik ; Gupta, Ramni ; Bautista Guzman, Irais ; Haake, Rüdiger ; Habib, Michael Karim ; Hadjidakis, Cynthia Marie ; Hamagaki, Hideki ; Hamar, Gergö ; Hamid, Mohammed ; Hannigan, Ryan ; Haque, Md Rihan ; Harlenderova, Alena ; Harris, John William ; 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Mohanty, Auro Prasad ; Mohanty, Bedangadas ; Khan, Mohammed Mohisin ; Mordasini, Cindy ; Godoy, Denise Aparecida Moreira de ; Perez Moreno, Luis Alberto ; Morozov, Igor ; Morsch, Andreas ; Mrnjavac, Teo ; Muccifora, Valeria ; Mudnic, Eugen ; Muhlheim, Daniel ; Muhuri, Sanjib ; Mulligan, James Declan ; Gameiro Munhoz, Marcelo ; Munzer, Robert Helmut ; Murakami, Hikari ; Murray, Sean ; Musa, Luciano ; Musinsky, Jan ; Myers, Corey James ; Myrcha, Julian Wojciech ; Naik, Bharati ; Nair, Rahul Ramachandran ; Nandi, Basanta Kumar ; Nania, Rosario ; Nappi, Eugenio ; Naru, Muhammad Umair ; Nassirpour, Adrian Fereydon ; Nattrass, Christine ; Nayak, Ranjit ; Nayak, Tapan Kumar ; Nazarenko, Sergey ; Neagu, Alexandra ; Oliveira, Renato Aparecido Negrao de ; Nellen, Lukas ; Nesbo, Simon Voigt ; Nešković, Gvozden ; Nesterov, Dmitrii ; Neumann, Lukasz Tomasz ; Nielsen, Borge Svane ; Nikolaev, Sergey ; Nikulin, Sergey ; Nikulin, Vladimir ; Noferini, Francesco ; Nomokonov, Petr V. ; Norman, Jaime ; Novitzky, Norbert ; 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This article reports measurements characterizing the Underlying Event (UE) associated with hard scatterings at midrapidity (|η| < 0.8) in pp collisions at s√ = 13 TeV. The hard scatterings are identified by the leading particle, the charged particle with the highest transverse momentum (pleadingT) in the event. Charged-particle number-densities and summed transverse-momentum densities are measured in different azimuthal regions defined with respect to the leading particle direction: Toward, Transverse, and Away. The Toward and Away regions contain the fragmentation products of the hard scatterings in addition to the UE contribution, whereas particles in the Transverse region are expected to originate predominantly from the UE. The study is performed as a function of pleadingT with three different pT thresholds for the associated particles, ptrackT > 0.15, 0.5, and 1.0 GeV/c. The charged-particle density in the Transverse region rises steeply for low values of pleadingT and reaches a plateau. The results confirm the trend that the charged-particle density in the Transverse region shows a stronger increase with s√ than the inclusive charged-particle density at midrapidity. The UE activity is increased by approximately 20% when going from 7 TeV to 13 TeV pp collisions. The plateau in the Transverse region (5 <pleadingT< 40 GeV/c) is further characterized by the probability distribution of its charged-particle multiplicity normalized to its average value (relative transverse activity, RT) and the mean transverse momentum as a function of RT. Experimental results are compared to model calculations using PYTHIA 8 and EPOS LHC. The overall agreement between models and data is within 30%. These measurements provide new insights on the interplay between hard scatterings and the associated UE in pp collisions.
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Catalano, Fabio ; Ceballos Sanchez, Cesar ; Chakraborty, Pritam ; Chandra, Sinjini ; Chang, Wan ; Chapeland, Sylvain ; Chartier, Marielle ; Chattopadhyay, Subhasis ; Chattopadhyay, Sukalyan ; Chauvin, Alex Henri Jean ; Cheshkov, Cvetan Valeriev ; Cheynis, Brigitte ; Chibante Barroso, Vasco Miguel ; Chinellato, David Dobrigkeit ; Cho, Soyeon ; Chochula, Peter ; Chowdhury, Tasnuva ; Christakoglou, Panagiotis ; Christensen, Christian Holm ; Christiansen, Peter L. ; Chujo, Tatsuya ; Cicalò, Corrado ; Cifarelli, Luisa ; Cindolo, Federico ; Cleymans, Jean Willy Andre ; Colamaria, Fabio Filippo ; Colella, Domenico ; Collu, Alberto ; Colocci, Manuel ; Concas, Matteo ; Conesa Balbastre, Gustavo ; Conesa Del Valle, Zaida ; Contin, Giacomo ; Contreras Nuno, Jesus Guillermo ; Cormier, Thomas Michael ; Corrales Morales, Yasser ; Cortese, Pietro ; Cosentino, Mauro Rogerio ; Costa, Filippo ; Costanza, Susanna ; Crochet, Philippe ; Cuautle Flores, Eleazar ; Cui, Pengyao ; Cunqueiro Mendez, Leticia ; Dąbrowski, Daniel ; Dahms, Torsten ; Dainese, Andrea ; Damas, Florian Paul André ; Danisch, Meike Charlotte ; Danu, Andrea ; Das, Debasish ; Das, Indranil ; Das, Prottay ; Das, Prottoy ; Das, Supriya ; Dash, Ajay Kumar ; Dash, Sadhana ; De, Sudipan ; De Caro, Annalisa ; De Cataldo, Giacinto ; Cuveland, Jan de ; De Falco, Alessandro ; De Gruttola, Daniele ; De Marco, Nora ; De Pasquale, Salvatore ; Deb, Suman ; Banerjee, Debjani ; Degenhardt, Hermann Franz ; Deja, Kamil Rafal ; Deloff, Andrzej ; Delsanto, Silvia ; Devetak, Damir ; Dhankher, Preeti ; Di Bari, Domenico ; Di Mauro, Antonio ; Arteche Diaz, Raul ; Dietel, Thomas ; Raisig, Pascal ; Ding, Yanchun ; Divià, Roberto ; Dixit, Dhruv Utpalkumar ; Djuvsland, Øystein ; Dmitrieva, Uliana ; Dobrin, Alexandru Florin ; Donigus, Benjamin ; Dordic, Olja ; Dubey, Anand Kumar ; Dubla, Andrea ; Dudi, Sandeep ; Mallick, Dukhishyam ; Dupieux, Pascal ; Ehlers, Raymond James ; Eikeland, Viljar Nilsen ; Elia, Domenico ; Engel, Heiko ; Epple, Eliane ; Erazmus, Barbara Ewa ; Erhardt, Filip ; Erokhin, Andrey ; Ersdal, Magnus Rentsch ; Espagnon, Bruno ; Eulisse, Giulio ; Evans, David ; Evdokimov, Sergey ; Fabbietti, Laura ; Faggin, Mattia ; Faivre, Julien ; Fan, Feng ; Fantoni, Alessandra ; Fasel, Markus ; Fecchio, Pietro ; Feliciello, Alessandro ; Feofilov, Grigori A. ; Fernández Téllez, Arturo ; Ferrero, Andrea ; Ferretti, Alessandro ; Festanti, Andrea ; Feuillard, Victor Jose Gaston ; Figiel, Jan ; Filchagin, Sergey ; Finogeev, Dmitry ; Fionda, Fiorella Maria Celeste ; Fiorenza, Gabriele ; Flor, Fernando Antonio ; Foertsch, Siegfried Valentin ; Foka, Panagiota ; Fokin, Sergey ; Fragiacomo, Enrico ; Frankenfeld, Ulrich ; Fuchs, Ulrich ; Furget, Christophe ; Furs, Artur ; Fusco Girard, Mario ; Gaardhoeje, Jens Joergen ; Gagliardi, Martino ; Gago Medina, Alberto Martín ; Gal, Arthur Willem Jean ; Duarte Galvan, Carlos ; Ganoti, Paraskevi ; Garabatos Cuadrado, Jose ; Garcia-Solis, Edmundo Javier ; Garg, Kunal ; Gargiulo, Corrado ; Garibli, Aydan ; Garner, Katharina ; Gasik, Piotr ; Gauger, Erin Frances ; Ducati, Maria Beatriz de Leone Gay ; Germain, Marie ; Ghosh, Jhuma ; Ghosh, Premomoy ; Ghosh, Sanjay Kumar ; Gianotti, Paola ; Giubellino, Paolo ; Giubilato, Piero ; Glässel, Peter ; Gómez Coral, Diego Mauricio ; Gómez Ramírez, Andrés ; Gonzalez, Victor ; González Zamora, Pedro ; Gorbunov, Sergey ; Görlich, Lidia Maria ; Gotovac, Sven ; Grabski, Varlen ; Graczykowski, Łukasz Kamil ; Graham, Katie Leanne ; Greiner, Leo Clifford ; Grelli, Alessandro ; Grigoraș, Costin ; Grigoryev, Vladislav ; Grigoryan, Ara ; Grigoryan, Smbat ; Groettvik, Ola Slettevoll ; Grosa, Fabrizio ; Große-Oetringhaus, Jan Fiete ; Grosso, Raffaele ; Guernane, Rachid ; Guittiere, Manuel ; Gulbrandsen, Kristjan Herlache ; Gunji, Taku ; Gupta, Anik ; Gupta, Ramni ; Bautista Guzman, Irais ; Haake, Rüdiger ; Habib, Michael Karim ; Hadjidakis, Cynthia Marie ; Hamagaki, Hideki ; Hamar, Gergö ; Hamid, Mohammed ; Hannigan, Ryan ; Haque, Md Rihan ; Harlenderova, Alena ; Harris, John William ; Harton, Austin Vincent ; Hasenbichler, Jan Anton ; Hassan, Hadi ; Hatzifotiadou, Despina ; Hauer, Philip ; Hayashi, Shinichi ; Heckel, Stefan Thomas ; Hellbär, Ernst ; Helstrup, Håvard ; Herghelegiu, Andrei Ionut ; Herman, Tomáš ; Gonzalez Hernandez, Emma ; Herrera Corral, Gerardo Antonio ; Herrmann, Florian ; Hetland, Kristin Fanebust ; Hilden, Timo Eero ; Hillemanns, Hartmut ; Hills, Christopher ; Hippolyte, Boris ; Hohlweger, Bernhard ; Horak, David ; Hornung, Andrea ; Hornung, Sebastian ; Hosokawa, Ritsuya ; Hristov, Peter ; Huang, Chun-Lu ; Hughes, Charles ; Huhn, Patrick ; Humanic, Thomas J. ; Hushnud, Hushnud ; Husova, Lucia Anna ; Hussain, Nur ; Hussain, Syed Asad ; Hutter, Dirk ; Iddon, James Philip ; Ilkaev, Radiy ; Inaba, Motoi ; Innocenti, Gian Michele ; Ippolitov, Mikhail ; Isakov, Artem ; Islam, Md Samsul ; Ivanov, Marian ; Ivanov, Vladimir ; Izucheev, Vladimir ; Jacak, Barbara ; Jacazio, Nicolò ; Jacobs, Peter Martin ; Jadlovska, Slavka ; Jadlovsky, Jan ; Jaelani, Syaefudin ; Jahnke, Cristiane ; Jakubowska, Monika Joanna ; Janik, Malgorzata Anna ; Janson, Thomas ; Jercic, Marko ; Jevons, Oliver Thomas ; Jin, Muqing ; Jonas, Florian ; Jones, Peter Graham ; Jung, Jerome ; Jung, Michael ; Jusko, Anton ; Kalinak, Peter ; Kalweit, Alexander Philipp ; Kaplin, Vladimir ; Kar, Somnath ; Karasu Uysal, Ayben ; Karavichev, Oleg V. ; Karavicheva, Tatiana L. ; Karczmarczyk, Przemyslaw ; Karpechev, Evgeny ; Kazantsev, Andrey ; Kebschull, Udo ; Keidel, Ralf ; Keil, Markus ; Ketzer, Bernhard ; Khabanova, Zhanna ; Khan, Ahsan Mehmood ; Khan, Shaista ; Khan, Shuaib Ahmad ; Khanzadeev, Alexei ; Kharlov, Yury ; Khatun, Anisa ; Khuntia, Arvind ; Kileng, Bjarte ; Kim, Beomkyu ; Kim, Byungchul ; Kim, Daehyeok ; Kim, Dong Jo ; Kim, Eun Joo ; Kim, Hyeonjoong ; Kim, Jaehyun ; Kim, Jinsook ; Kim, Jiyoung ; Kim, Jungeol ; Kim, Junlee ; Kim, Minjung ; Kim, Se Yong ; Kim, Taejun ; Kim, Taesoo ; Kirsch, Stefan ; Kisel, Ivan ; Kiselev, Sergej N. ; Kisiel, Adam Ryszard ; Klay, Jennifer Lynn ; Klein, Carsten ; Klein, Jochen ; Klein, Spencer Robert ; Klein-Bösing, Christian ; Kleiner, Matthias ; Kluge, Alexander ; Knichel, Michael Linus ; Knospe, Anders Garritt ; Kobdaj, Chinorat ; Köhler, Markus Konrad ; Kollegger, Thorsten ; Kondratyev, Andrey ; Kondratyeva, Natalia ; Kondratyuk, Evgeny ; König, Joshua Leon ; Konopka, Piotr Jan ; Koska, Lukas ; Kovalenko, Oleksandr ; Kovalenko, Vladimir ; Kowalski, Marek ; Králik, Ivan ; Kravčáková, Adela ; Kreis, Lukas ; Krivda, Marian ; Krizek, Filip ; Krizkova Gajdosova, Katarina ; Krüger, Mario ; Kryshen, Evgeny ; Krzewicki, Mikolaj ; Kubera, Andrew Michael ; Kucera, Vit ; Kuhn, Christian Claude ; Kuijer, Paulus Gerardus ; Kumar, Lokesh ; Kumar, Shyam ; Kundu, Sourav ; Kurashvili, Podist ; Kurepin, Alexander ; Kurepin, Alexey B. ; Kuryakin, Alexey ; Kushpil, Svetlana ; Kvapil, Jakub ; Kweon, Min Jung ; Kwon, Jiyeon ; Kwon, Youngil ; La Pointe, Sarah Louise ; La Rocca, Paola ; Lai, Yue Shi ; Langoy, Rune ; Lapidus, Kirill ; Lardeux, Antoine Xavier ; Larionov, Pavel ; Laudi, Elisa ; Lavicka, Roman ; Lazareva, Tatiana V. ; Lea, Ramona ; Leardini, Lucia ; Lee, Joonil ; Lee, Seongjoo ; Lehas, Fatiha ; Lehner, Sebastian ; Lehrbach, Johannes ; Lemmon, Roy Crawford ; Leon Monzon, Ildefonso ; Lesser, Ezra Douglas ; Lettrich, Michael ; Lévai, Peter ; Li, Xiaomei ; Li, Xing Long ; Lien, Jørgen André ; Lietava, Roman ; Lim, Bong-Hwi ; Lindenstruth, Volker ; Lindsay, Scott William ; Lippmann, Christian ; Lisa, Michael A. ; Litichevskyi, Vladyslav ; Liu, Alwina Ruixin ; Liu, Suyuan ; Llope, William Joseph ; Lofnes, Ingrid Mckibben ; Loginov, Vitaly ; Loizides, Constantinos ; Lončar, Petra ; Lopez, Xavier Bernard ; López Torres, Ernesto ; Luhder, Jens Robert ; Lunardon, Marcello ; Luparello, Grazia ; Ma, Yu-Gang ; Maevskaya, Alla ; Mager, Magnus ; Mahmood, Sohail Musa ; Mahmoud, Tariq ; Maire, Antonin ; Majka, Richard Daniel ; Malaev, Mikhail ; Malik, Qasim Waheed ; Malinina, Liudmila ; Mal Kevich, Dmitry ; Malzacher, Peter ; Mandaglio, Giuseppe ; Manko, Vladislav ; Manso, Franck ; Manzari, Vito ; Mao, Yaxian ; Marchisone, Massimiliano ; Mareš, Jiří ; Margagliotti, Giacomo Vito ; Margotti, Anselmo ; Margutti, Jacopo ; Marin, Ana Maria ; Markert, Christina ; Marquard, Marco ; Martin, Nicole Alice ; Martinengo, Paolo ; Martinez, Jacobb Lee ; Martínez Hernández, Mario Iván ; García Martínez, Ginés ; Martinez Pedreira, Miguel ; Masciocchi, Silvia ; Masera, Massimo ; Masoni, Alberto ; Massacrier, Laure Marie ; Masson, Erwann ; Mastroserio, Annalisa ; Mathis, Andreas Michael ; Matonoha, Oliver ; Matuoka, Paula Fernanda Toledo ; Matyja, Adam Tomasz ; Mayer, Christoph ; Mazzilli, Marianna ; Mazzoni, Alessandra Maria ; Mechler, Adrian Florin ; Meddi, Franco ; Melikyan, Yury ; Menchaca-rocha, Arturo Alejandro ; Cai, Mengke ; Meninno, Elisa ; Meres, Michal ; Mhlanga, Sibaliso ; Miake, Yasuo ; Micheletti, Luca ; Mihaylov, Dimitar Lubomirov ; Mikhaylov, Konstantin ; Mischke, André ; Mishra, Aditya Nath ; Miśkowiec, Dariusz Czesław ; Modak, Abhi ; Mohammadi, Naghmeh ; Mohanty, Auro Prasad ; Mohanty, Bedangadas ; Khan, Mohammed Mohisin ; Mordasini, Cindy ; Godoy, Denise Aparecida Moreira de ; Perez Moreno, Luis Alberto ; Morozov, Igor ; Morsch, Andreas ; Mrnjavac, Teo ; Muccifora, Valeria ; Mudnic, Eugen ; Muhlheim, Daniel ; Muhuri, Sanjib ; Mulligan, James Declan ; Gameiro Munhoz, Marcelo ; Munzer, Robert Helmut ; Murakami, Hikari ; Murray, Sean ; Musa, Luciano ; Musinsky, Jan ; Myers, Corey James ; Myrcha, Julian Wojciech ; Naik, Bharati ; Nair, Rahul Ramachandran ; Nandi, Basanta Kumar ; Nania, Rosario ; Nappi, Eugenio ; Naru, Muhammad Umair ; Nassirpour, Adrian Fereydon ; Nattrass, Christine ; Nayak, Ranjit ; Nayak, Tapan Kumar ; Nazarenko, Sergey ; Neagu, Alexandra ; Oliveira, Renato Aparecido Negrao de ; Nellen, Lukas ; Nesbo, Simon Voigt ; Nešković, Gvozden ; Nesterov, Dmitrii ; Neumann, Lukasz Tomasz ; Nielsen, Borge Svane ; Nikolaev, Sergey ; Nikulin, Sergey ; Nikulin, Vladimir ; Noferini, Francesco ; Nomokonov, Petr V. ; Norman, Jaime ; Novitzky, Norbert ; Nowakowski, Piotr ; Nyanin, Alexander ; Nystrand, Joakim Ingemar ; Ogino, Masanori ; Ohlson, Alice ; Oleniacz, Janusz ; Silva, Antonio Carlos Oliveira da ; Oliver, Michael Henry ; Oppedisano, Chiara ; Orava, Risto ; Ortiz Velasquez, Antonio ; Oskarsson, Anders Nils Erik ; Otwinowski, Jacek Tomasz ; Oyama, Ken ; Pachmayer, Yvonne C. ; Pacik, Vojtech ; Pagano, Davide ; Paic, Guy ; Pan, Jinjin ; Pandey, Ashutosh Kumar ; Panebianco, Stefano Matthias ; Pareek, Pooja ; Park, Jonghan ; Parkkila, Jasper Elias ; Parmar, Sonia ; Pathak, Surya Prakash ; Patra, Rajendra Nath ; Paul, Biswarup ; Pei, Hua ; Peitzmann, Thomas ; Peng, Xinye ; Pereira, Luis Gustavo ; Pereira da Costa, Hugo Denis Antonio ; Peresunko, Dmitry Yurevich ; Mesa Perez, Guillermo ; Pérez Lezama, Edgar ; Peskov, Vladimir ; Pestov, Yury N. ; Petráček, Vojtech ; Petrovici, Mihai A. ; Pezzi, Rafael Peretti ; Piano, Stefano ; Pikna, Miroslav ; Pillot, Philippe ; Pinazza, Ombretta ; Pinsky, Lawrence ; Pinto, Chiara ; Pisano, Silvia ; Pistone, Daniele ; Płoskoń, Mateusz ; Planinic, Mirko ; Pliquett, Fabian ; Pluta, Jan Marian ; Pochybova, Sona ; Poghosyan, Martin G. ; Polishchuk, Boris ; Poljak, Nikola ; Pop, Amalia ; Poppenborg, Hendrik ; Porteboeuf, Sarah Julie ; Pozdniakov, Valeriy ; Prasad, Sidharth Kumar ; Preghenella, Roberto ; Prino, Francesco ; Pruneau, Claude A. ; Pshenichnov, Igor A. ; Puccio, Maximiliano ; Putschke, Jörn H. ; Quishpe Quishpe, Raquel Estefania ; Ragoni, Simone ; Raha, Sibaji ; Rajput, Sonia ; Rak, Jan ; Rakotozafindrabe, Andry Malala ; Ramello, Luciano ; Rami, Fouad ; Raniwala, Rashmi ; Raniwala, Sudhir ; Räsänen, Sami Sakari ; Rath, Rutuparna ; Ratza, Viktor ; Ravasenga, Ivan ; Read, Kenneth Francis ; Redlich, Krzysztof ; Rehman, Attiq ur ; Reichelt, Patrick ; Reidt, Felix ; Ren, Xiaowen ; Renfordt, Rainer Arno Ernst ; Jakubcinova, Zuzana ; Revol, Jean-Pierre ; Reygers, Klaus ; Riabov, Viktor ; Richert, Tuva Ora Herenui ; Richter, Matthias Rudolph ; Riedler, Petra ; Riegler, Werner ; Riggi, Francesco ; Ristea, Cătălin-Lucian ; Rode, Sudhir Pandurang ; Rodrı́guez Cahuantzi, Mario ; Røed, Ketil ; Rogalev, Roman ; Rogochaya, Elena ; Rohr, David ; Röhrich, Dieter ; Rokita, Przemyslaw Stefan ; Ronchetti, Federico ; Dominguez Rosas, Edgar ; Rosłon, Krystian ; Rossi, Andrea ; Rotondi, Alberto ; Roy, Ankhi ; Roy, Pradip Kumar ; Vazquez Rueda, Omar ; Rui, Rinaldo ; Rumyantsev, Boris ; Rustamov, Anar ; Ryabinkin, Evgeny ; Ryabov, Yury ; Rybicki, Andrzej ; Rytkönen, Heidi Maria ; Saarimäki, Oskari Antti Matti ; Sadhu, Samrangy ; Sadovskiy, Sergey ; Šafařík, Karel ; Saha, Sumit Kumar ; Sahoo, Baidyanath ; Sahoo, Pragati ; Sahoo, Raghunath ; Sahoo, Sarita ; Sahu, Pradip Kumar ; Saini, Jogender ; Sakai, Shingo ; Sambyal, Sanjeev Singh ; Samsonov, Vladimir ; Sarkar, Debojit ; Sarkar, Nachiketa ; Sarma, Pranjal ; Mantovani Sarti, Valentina ; Sas, Mike Henry Petrus ; Scapparone, Eugenio ; Schaefer, Brennan ; Schambach, Johann Joachim ; Scheid, Horst Sebastian ; Schiaua, Claudiu Cornel ; 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This article reports measurements characterizing the Underlying Event (UE) associated with hard scatterings at midrapidity in pp collisions at s√=13 TeV. The hard scatterings are identified by the leading particle, the charged particle with the highest transverse momentum (pleadingT) in the event. Charged-particle number and summed transverse-momentum densities are measured in different azimuthal regions defined with respect to the leading particle direction: Toward, Transverse, and Away. The Toward and Away regions contain the fragmentation products of the hard scatterings in addition to the UE contribution, whereas particles in the Transverse region are expected to originate predominantly from the UE. The study is performed as a function of pleadingT with three different pT thresholds for the associated particles, pminT> 0.15, 0.5, and 1.0 GeV/c. The charged-particle density in the Transverse region rises steeply for low values of pleadingT and reaches a plateau. The results confirm the trend that the charged-particle density in the Transverse region shows a stronger increase with s√ than the inclusive charged-particle density at midrapidity. The UE activity is increased by approximately 20% when going from 7 to 13 TeV. The plateau in the Transverse region (5<pleadingT< 40 GeV/c ) is further characterized by the probability distribution of its charged-particle multiplicity normalized to its average value (relative transverse activity, RT) and the mean transverse momentum as a function of RT. Experimental results are compared to model calculations using PYTHIA 8 and EPOS LHC. The overall agreement between models and data is within 30%. These measurements provide new insights on the interplay between hard scatterings and the associated UE in pp collisions.
Acharya, Shreyasi ; Adamová, Dagmar ; Adler, Alexander ; Adolfsson, Jonatan ; Aggarwal, Madan Mohan ; Aglieri Rinella, Gianluca ; Agnello, Michelangelo ; Agrawal, Neelima ; Ahammed, Zubayer ; Ahmad, Shakeel ; Ahn, Sang Un ; Akindinov, Alexander ; Al-Turany, Mohammad ; Alam, Sk Noor ; Albuquerque, Danilo Silva de ; Aleksandrov, Dmitry ; Alessandro, Bruno ; Alfanda, Haidar Mas’ud ; Alfaro Molina, Jose Ruben ; Ali, Bushra ; Ali, Yasir ; Alici, Andrea ; Alkin, Anton ; Alme, Johan ; Alt, Torsten ; Altenkämper, Lucas ; Altsybeev, Igor ; Anaam, Mustafa Naji ; Andrei, Cristian ; Andreou, Dimitra ; Andrews, Harry Arthur ; Andronic, Anton ; Angeletti, Massimo ; Anguelov, Venelin ; Anson, Christopher Daniel ; Antičić, Tome ; Antinori, Federico ; Antonioli, Pietro ; Anwar, Rafay ; Apadula, Nicole ; Aphecetche, Laurent Bernard ; Appelshäuser, Harald ; Arcelli, Silvia ; Arnaldi, Roberta ; Arratia, Miguel ; Arsene, Ionut Cristian ; Arslandok, Mesut ; Augustinus, Andre ; Averbeck, Ralf Peter ; Aziz, Sizar ; Azmi, Mohd Danish ; Badalà, Angela ; Baek, Yong Wook ; Bagnasco, Stefano ; Bai, Xiaozhi ; Bailhache, Raphaëlle ; Bala, Renu ; Baldisseri, Alberto ; Ball, Markus ; Balouza, Samah ; Barbera, Roberto ; Barioglio, Luca ; Barnaföldi, Gergely Gábor ; Barnby, Lee Stuart ; Ramillien Barret, Valerie ; Bartalini, Paolo ; Barth, Klaus ; Bartsch, Esther ; Baruffaldi, Filippo ; Bastid, Nicole ; Basu, Sumit ; Batigne, Guillaume ; Batyunya, Boris ; Bauri, Dibakar ; Bazo Alba, José Luis ; Bearden, Ian Gardner ; Bedda, Cristina ; Behera, Nirbhay Kumar ; Belikov, Iouri ; Bell Hechavarria, Ailec de la Caridad ; Bellini, Francesca ; Bellwied, Rene ; Belyaev, Vladimir ; Bencédi, Gyula ; Beolè, Stefania ; Bercuci, Alexandru ; Berdnikov, Yaroslav ; Berényi, Dániel ; Bertens, Redmer Alexander ; Berzano, Dario ; Besoiu, Mihaela Gabriela ; Betev, Latchezar ; Bhasin, Anju ; Bhat, Inayat Rasool ; Bhat, Mohammad Asif ; Bhatt, Himani ; Bhattacharjee, Buddhadeb ; Bianchi, Antonio ; Bianchi, Livio ; Bianchi, Nicola ; Bielčík, Jaroslav ; Bielčíková, Jana ; Bilandzic, Ante ; Biro, Gabor ; Biswas, Rathijit ; Biswas, Saikat ; Blair, Justin Thomas ; Blau, Dmitry S. ; Blume, Christoph ; Boca, Gianluigi ; Bock, Friederike ; Bogdanov, Alexey A. ; Boi, Stefano ; Boldizsar, Laszlo ; Bolozdynya, Alexander I. ; Bombara, Marek ; Bonomi, Germano ; Borel, Herve ; Borissov, Alexander ; Bossi, Hannah ; Botta, Elena ; Bratrud, Lars ; Braun-Munzinger, Peter ; Bregant, Marco ; Broz, Michal ; Brücken, Erik Jens ; Bruna, Elena ; Bruno, Giuseppe Eugenio ; Buckland, Matthew Daniel ; Budnikov, Dmitry ; Büsching, Henner ; Bufalino, Stefania ; Bugnon, Ophélie ; Bühler, Paul ; Bunčić, Predrag ; Buthelezi, Edith Zinhle ; Bashir Butt, Jamila ; Buxton, Jesse Thomas ; Bysiak, Sebastian Adam ; Caffarri, Davide ; Caliva, Alberto ; Calvo Villar, Ernesto ; Soto Camacho, Rabi ; Camerini, Paolo ; Capon, Aaron Allan ; Carnesecchi, Francesca ; Caron, Robin Albert Andre ; Castillo Castellanos, Javier Ernesto ; Castro, Andrew John ; Casula, Ester Anna Rita ; Catalano, Fabio ; Ceballos Sanchez, Cesar ; Chakraborty, Pritam ; Chandra, Sinjini ; Chang, Wan ; Chapeland, Sylvain ; Chartier, Marielle ; Chattopadhyay, Subhasis ; Chattopadhyay, Sukalyan ; Chauvin, Alex Henri Jean ; Cheshkov, Cvetan Valeriev ; Cheynis, Brigitte ; Chibante Barroso, Vasco Miguel ; Chinellato, David Dobrigkeit ; Cho, Soyeon ; Chochula, Peter ; Chowdhury, Tasnuva ; Christakoglou, Panagiotis ; Christensen, Christian Holm ; Christiansen, Peter L. ; Chujo, Tatsuya ; Cicalò, Corrado ; Cifarelli, Luisa ; Cindolo, Federico ; Cleymans, Jean Willy Andre ; Colamaria, Fabio Filippo ; Colella, Domenico ; Collu, Alberto ; Colocci, Manuel ; Concas, Matteo ; Conesa Balbastre, Gustavo ; Conesa Del Valle, Zaida ; Contin, Giacomo ; Contreras Nuno, Jesus Guillermo ; Cormier, Thomas Michael ; Corrales Morales, Yasser ; Cortese, Pietro ; Cosentino, Mauro Rogerio ; Costa, Filippo ; Costanza, Susanna ; Crochet, Philippe ; Cuautle Flores, Eleazar ; Cui, Pengyao ; Cunqueiro Mendez, Leticia ; Dąbrowski, Daniel ; Dahms, Torsten ; Dainese, Andrea ; Damas, Florian Paul André ; Danisch, Meike Charlotte ; Danu, Andrea ; Das, Debasish ; Das, Indranil ; Das, Prottay ; Das, Prottoy ; Das, Supriya ; Dash, Ajay Kumar ; Dash, Sadhana ; De, Sudipan ; De Caro, Annalisa ; De Cataldo, Giacinto ; Cuveland, Jan de ; De Falco, Alessandro ; De Gruttola, Daniele ; De Marco, Nora ; De Pasquale, Salvatore ; Deb, Suman ; Banerjee, Debjani ; Degenhardt, Hermann Franz ; Deja, Kamil Rafal ; Deloff, Andrzej ; Delsanto, Silvia ; Devetak, Damir ; Dhankher, Preeti ; Di Bari, Domenico ; Di Mauro, Antonio ; Arteche Diaz, Raul ; Dietel, Thomas ; Raisig, Pascal ; Ding, Yanchun ; Divià, Roberto ; Dixit, Dhruv Utpalkumar ; Djuvsland, Øystein ; Dmitrieva, Uliana ; Dobrin, Alexandru Florin ; Donigus, Benjamin ; Dordic, Olja ; Dubey, Anand Kumar ; Dubla, Andrea ; Dudi, Sandeep ; Mallick, Dukhishyam ; Dupieux, Pascal ; Ehlers, Raymond James ; Eikeland, Viljar Nilsen ; Elia, Domenico ; Engel, Heiko ; Epple, Eliane ; Erazmus, Barbara Ewa ; Erhardt, Filip ; Erokhin, Andrey ; Ersdal, Magnus Rentsch ; Espagnon, Bruno ; Eulisse, Giulio ; Evans, David ; Evdokimov, Sergey ; Fabbietti, Laura ; Faggin, Mattia ; Faivre, Julien ; Fan, Feng ; Fantoni, Alessandra ; Fasel, Markus ; Fecchio, Pietro ; Feliciello, Alessandro ; Feofilov, Grigori A. ; Fernández Téllez, Arturo ; Ferrero, Andrea ; Ferretti, Alessandro ; Festanti, Andrea ; Feuillard, Victor Jose Gaston ; Figiel, Jan ; Filchagin, Sergey ; Finogeev, Dmitry ; Fionda, Fiorella Maria Celeste ; Fiorenza, Gabriele ; Flor, Fernando Antonio ; Foertsch, Siegfried Valentin ; Foka, Panagiota ; Fokin, Sergey ; Fragiacomo, Enrico ; Frankenfeld, Ulrich ; Fuchs, Ulrich ; Furget, Christophe ; Furs, Artur ; Fusco Girard, Mario ; Gaardhoeje, Jens Joergen ; Gagliardi, Martino ; Gago Medina, Alberto Martín ; Gal, Arthur Willem Jean ; Duarte Galvan, Carlos ; Ganoti, Paraskevi ; Garabatos Cuadrado, Jose ; Garcia-Solis, Edmundo Javier ; Garg, Kunal ; Gargiulo, Corrado ; Garibli, Aydan ; Garner, Katharina ; Gasik, Piotr ; Gauger, Erin Frances ; Ducati, Maria Beatriz de Leone Gay ; Germain, Marie ; Ghosh, Jhuma ; Ghosh, Premomoy ; Ghosh, Sanjay Kumar ; Gianotti, Paola ; Giubellino, Paolo ; Giubilato, Piero ; Glässel, Peter ; Gómez Coral, Diego Mauricio ; Gómez Ramírez, Andrés ; Gonzalez, Victor ; González Zamora, Pedro ; Gorbunov, Sergey ; Görlich, Lidia Maria ; Gotovac, Sven ; Grabski, Varlen ; Graczykowski, Łukasz Kamil ; Graham, Katie Leanne ; Greiner, Leo Clifford ; Grelli, Alessandro ; Grigoraș, Costin ; Grigoryev, Vladislav ; Grigoryan, Ara ; Grigoryan, Smbat ; Groettvik, Ola Slettevoll ; Grosa, Fabrizio ; Große-Oetringhaus, Jan Fiete ; Grosso, Raffaele ; Guernane, Rachid ; Guittiere, Manuel ; Gulbrandsen, Kristjan Herlache ; Gunji, Taku ; Gupta, Anik ; Gupta, Ramni ; Bautista Guzman, Irais ; Haake, Rüdiger ; Habib, Michael Karim ; Hadjidakis, Cynthia Marie ; Hamagaki, Hideki ; Hamar, Gergö ; Hamid, Mohammed ; Hannigan, Ryan ; Haque, Md Rihan ; Harlenderova, Alena ; Harris, John William ; Harton, Austin Vincent ; Hasenbichler, Jan Anton ; Hassan, Hadi ; Hatzifotiadou, Despina ; Hauer, Philip ; Hayashi, Shinichi ; Heckel, Stefan Thomas ; Hellbär, Ernst ; Helstrup, Håvard ; Herghelegiu, Andrei Ionut ; Herman, Tomáš ; Gonzalez Hernandez, Emma ; Herrera Corral, Gerardo Antonio ; Herrmann, Florian ; Hetland, Kristin Fanebust ; Hilden, Timo Eero ; Hillemanns, Hartmut ; Hills, Christopher ; Hippolyte, Boris ; Hohlweger, Bernhard ; Horak, David ; Hornung, Andrea ; Hornung, Sebastian ; Hosokawa, Ritsuya ; Hristov, Peter ; Huang, Chun-Lu ; Hughes, Charles ; Huhn, Patrick ; Humanic, Thomas J. ; Hushnud, Hushnud ; Husova, Lucia Anna ; Hussain, Nur ; Hussain, Syed Asad ; Hutter, Dirk ; Iddon, James Philip ; Ilkaev, Radiy ; Inaba, Motoi ; Innocenti, Gian Michele ; Ippolitov, Mikhail ; Isakov, Artem ; Islam, Md Samsul ; Ivanov, Marian ; Ivanov, Vladimir ; Izucheev, Vladimir ; Jacak, Barbara ; Jacazio, Nicolò ; Jacobs, Peter Martin ; Jadlovska, Slavka ; Jadlovsky, Jan ; Jaelani, Syaefudin ; Jahnke, Cristiane ; Jakubowska, Monika Joanna ; Janik, Malgorzata Anna ; Janson, Thomas ; Jercic, Marko ; Jevons, Oliver Thomas ; Jin, Muqing ; Jonas, Florian ; Jones, Peter Graham ; Jung, Jerome ; Jung, Michael ; Jusko, Anton ; Kalinak, Peter ; Kalweit, Alexander Philipp ; Kaplin, Vladimir ; Kar, Somnath ; Karasu Uysal, Ayben ; Karavichev, Oleg V. ; Karavicheva, Tatiana L. ; Karczmarczyk, Przemyslaw ; Karpechev, Evgeny ; Kazantsev, Andrey ; Kebschull, Udo ; Keidel, Ralf ; Keil, Markus ; Ketzer, Bernhard ; Khabanova, Zhanna ; Khan, Ahsan Mehmood ; Khan, Shaista ; Khan, Shuaib Ahmad ; Khanzadeev, Alexei ; Kharlov, Yury ; Khatun, Anisa ; Khuntia, Arvind ; Kileng, Bjarte ; Kim, Beomkyu ; Kim, Byungchul ; Kim, Daehyeok ; Kim, Dong Jo ; Kim, Eun Joo ; Kim, Hyeonjoong ; Kim, Jaehyun ; Kim, Jinsook ; Kim, Jiyoung ; Kim, Jungeol ; Kim, Junlee ; Kim, Minjung ; Kim, Se Yong ; Kim, Taejun ; Kim, Taesoo ; Kirsch, Stefan ; Kisel, Ivan ; Kiselev, Sergej N. ; Kisiel, Adam Ryszard ; Klay, Jennifer Lynn ; Klein, Carsten ; Klein, Jochen ; Klein, Spencer Robert ; Klein-Bösing, Christian ; Kleiner, Matthias ; Kluge, Alexander ; Knichel, Michael Linus ; Knospe, Anders Garritt ; Kobdaj, Chinorat ; Köhler, Markus Konrad ; Kollegger, Thorsten ; Kondratyev, Andrey ; Kondratyeva, Natalia ; Kondratyuk, Evgeny ; König, Joshua Leon ; Konopka, Piotr Jan ; Koska, Lukas ; Kovalenko, Oleksandr ; Kovalenko, Vladimir ; Kowalski, Marek ; Králik, Ivan ; Kravčáková, Adela ; Kreis, Lukas ; Krivda, Marian ; Krizek, Filip ; Krizkova Gajdosova, Katarina ; Krüger, Mario ; Kryshen, Evgeny ; Krzewicki, Mikolaj ; Kubera, Andrew Michael ; Kucera, Vit ; Kuhn, Christian Claude ; Kuijer, Paulus Gerardus ; Kumar, Lokesh ; Kumar, Shyam ; Kundu, Sourav ; Kurashvili, Podist ; Kurepin, Alexander ; Kurepin, Alexey B. ; Kuryakin, Alexey ; Kushpil, Svetlana ; Kvapil, Jakub ; Kweon, Min Jung ; Kwon, Jiyeon ; Kwon, Youngil ; La Pointe, Sarah Louise ; La Rocca, Paola ; Lai, Yue Shi ; Langoy, Rune ; Lapidus, Kirill ; Lardeux, Antoine Xavier ; Larionov, Pavel ; Laudi, Elisa ; Lavicka, Roman ; Lazareva, Tatiana V. ; Lea, Ramona ; Leardini, Lucia ; Lee, Joonil ; Lee, Seongjoo ; Lehas, Fatiha ; Lehner, Sebastian ; Lehrbach, Johannes ; Lemmon, Roy Crawford ; Leon Monzon, Ildefonso ; Lesser, Ezra Douglas ; Lettrich, Michael ; Lévai, Peter ; Li, Xiaomei ; Li, Xing Long ; Lien, Jørgen André ; Lietava, Roman ; Lim, Bong-Hwi ; Lindenstruth, Volker ; Lindsay, Scott William ; Lippmann, Christian ; Lisa, Michael A. ; Litichevskyi, Vladyslav ; Liu, Alwina Ruixin ; Liu, Suyuan ; Llope, William Joseph ; Lofnes, Ingrid Mckibben ; Loginov, Vitaly ; Loizides, Constantinos ; Lončar, Petra ; Lopez, Xavier Bernard ; López Torres, Ernesto ; Luhder, Jens Robert ; Lunardon, Marcello ; Luparello, Grazia ; Ma, Yu-Gang ; Maevskaya, Alla ; Mager, Magnus ; Mahmood, Sohail Musa ; Mahmoud, Tariq ; Maire, Antonin ; Majka, Richard Daniel ; Malaev, Mikhail ; Malik, Qasim Waheed ; Malinina, Liudmila ; Mal Kevich, Dmitry ; Malzacher, Peter ; Mandaglio, Giuseppe ; Manko, Vladislav ; Manso, Franck ; Manzari, Vito ; Mao, Yaxian ; Marchisone, Massimiliano ; Mareš, Jiří ; Margagliotti, Giacomo Vito ; Margotti, Anselmo ; Margutti, Jacopo ; Marin, Ana Maria ; Markert, Christina ; Marquard, Marco ; Martin, Nicole Alice ; Martinengo, Paolo ; Martinez, Jacobb Lee ; Martínez Hernández, Mario Iván ; Martínez Garcia, Ginés ; Martinez Pedreira, Miguel ; Masciocchi, Silvia ; Masera, Massimo ; Masoni, Alberto ; Massacrier, Laure Marie ; Masson, Erwann ; Mastroserio, Annalisa ; Mathis, Andreas Michael ; Matonoha, Oliver ; Matuoka, Paula Fernanda Toledo ; Matyja, Adam Tomasz ; Mayer, Christoph ; Mazzilli, Marianna ; Mazzoni, Alessandra Maria ; Mechler, Adrian Florin ; Meddi, Franco ; Melikyan, Yury ; Menchaca-rocha, Arturo Alejandro ; Cai, Mengke ; Meninno, Elisa ; Meres, Michal ; Mhlanga, Sibaliso ; Miake, Yasuo ; Micheletti, Luca ; Mihaylov, Dimitar Lubomirov ; Mikhaylov, Konstantin ; Mischke, André ; Mishra, Aditya Nath ; Miśkowiec, Dariusz Czesław ; Modak, Abhi ; Mohammadi, Naghmeh ; Mohanty, Auro Prasad ; Mohanty, Bedangadas ; Khan, Mohammed Mohisin ; Mordasini, Cindy ; Godoy, Denise Aparecida Moreira de ; Perez Moreno, Luis Alberto ; Morozov, Igor ; Morsch, Andreas ; Mrnjavac, Teo ; Muccifora, Valeria ; Mudnic, Eugen ; Muhlheim, Daniel ; Muhuri, Sanjib ; Mulligan, James Declan ; Gameiro Munhoz, Marcelo ; Munzer, Robert Helmut ; Murakami, Hikari ; Murray, Sean ; Musa, Luciano ; Musinsky, Jan ; Myers, Corey James ; Myrcha, Julian Wojciech ; Naik, Bharati ; Nair, Rahul Ramachandran ; Nandi, Basanta Kumar ; Nania, Rosario ; Nappi, Eugenio ; Naru, Muhammad Umair ; Nassirpour, Adrian Fereydon ; Nattrass, Christine ; Nayak, Ranjit ; Nayak, Tapan Kumar ; Nazarenko, Sergey ; Neagu, Alexandra ; Oliveira, Renato Aparecido Negrao de ; Nellen, Lukas ; Nesbo, Simon Voigt ; Nešković, Gvozden ; Nesterov, Dmitrii ; Neumann, Lukasz Tomasz ; Nielsen, Borge Svane ; Nikolaev, Sergey ; Nikulin, Sergey ; Nikulin, Vladimir ; Noferini, Francesco ; Nomokonov, Petr V. ; Norman, Jaime ; Novitzky, Norbert ; Nowakowski, Piotr ; Nyanin, Alexander ; Nystrand, Joakim Ingemar ; Ogino, Masanori ; Ohlson, Alice ; Oleniacz, Janusz ; Silva, Antonio Carlos Oliveira da ; Oliver, Michael Henry ; Oppedisano, Chiara ; Orava, Risto ; Ortiz Velasquez, Antonio ; Oskarsson, Anders Nils Erik ; Otwinowski, Jacek Tomasz ; Oyama, Ken ; Pachmayer, Yvonne C. ; Pacik, Vojtech ; Pagano, Davide ; Paic, Guy ; Pan, Jinjin ; Pandey, Ashutosh Kumar ; Panebianco, Stefano Matthias ; Pareek, Pooja ; Park, Jonghan ; Parkkila, Jasper Elias ; Parmar, Sonia ; Pathak, Surya Prakash ; Patra, Rajendra Nath ; Paul, Biswarup ; Pei, Hua ; Peitzmann, Thomas ; Peng, Xinye ; Pereira, Luis Gustavo ; Pereira da Costa, Hugo Denis Antonio ; Peresunko, Dmitry Yurevich ; Mesa Perez, Guillermo ; Pérez Lezama, Edgar ; Peskov, Vladimir ; Pestov, Yury N. ; Petráček, Vojtech ; Petrovici, Mihai A. ; Pezzi, Rafael Peretti ; Piano, Stefano ; Pikna, Miroslav ; Pillot, Philippe ; Pinazza, Ombretta ; Pinsky, Lawrence ; 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This article reports measurements characterizing the Underlying Event (UE) associated with hard scatterings at midrapidity (|η|<0.8) in pp collisions at s√ = 13 TeV. The hard scatterings are identified by the leading particle, the charged particle with the highest transverse momentum (pleadingT) in the event. Charged-particle numbers and summed transverse-momentum densities are measured in different azimuthal regions defined with respect to the leading particle direction: Toward, Transverse, and Away. The Toward and Away regions contain the fragmentation products of the hard scatterings in addition to the UE contribution, whereas particles in the Transverse region are expected to originate predominantly from the UE. The study is performed as a function of pleadingT with three different pT thresholds for the associated particles, ptrackT> 0.15, 0.5, and 1.0 GeV/c. The charged-particle density in the Transverse region rises steeply for low values of pleadingT and reaches a plateau. The results confirm the trend observed at lower collision energies that the charged-particle density in the Transverse region shows a stronger increase with s√ than the inclusive charged-particle density at midrapidity. The plateau in the Transverse region (5<pleadingT<40 GeV/c) is further characterized by the probability distribution of its charged-particle multiplicity normalized to its average value (relative transverse activity, RT) and the mean transverse momentum as a function of RT. Experimental results are compared to model calculations obtained using PYTHIA 8 and EPOS LHC. The overall agreement between models and data is within 30%. These measurements provide new insights on the interplay between hard scatterings and the associated UE in pp collisions.
Background: This study investigates the willingness of men-who-have-sex-with-men (MSM) to use HIV pre-exposure prophylaxis (PrEP). Research in the HIV/AIDS field typically relies on clinical and epidemiological studies, thereby often excluding social dimensions of the illness as well as factors explaining its prevention. The current study analyzes HIV-prevention through an interdisciplinary theoretical approach. It aims to comprehensively understand the mechanisms associated with the willingness to take PrEP among MSM in terms of psychological, social, behavioral, cultural, and demographic factors. Methods: We analyze data from the survey “Gay Men and AIDS” conducted in Germany in 2013 prior to market approval for PrEP. Analyses were performed using the statistical software SPSS 25.0, while results were visualized using the R programming language. Results: We find that perceived risk of infection, social norms (anticipated HIV-stigma), practices (e.g. regular condomless sex), and socio-demographic factors (young age, being single) all have a positive effect on the willingness to take PrEP, while education reveals a negative, and income no effect. Conclusions: Results indicate that beyond well-established socio-psychological mechanisms of health behavior, social factors play a crucial role in understanding the willingness of PrEP uptake. This study enriches existing health behavior theories with sociological concepts such as social norms and social practices.
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We report about the properties of the underlying event measured with ALICE at the LHC in pp and p−Pb collisions at sNN−−−√=5.02 TeV. The event activity, quantified by charged-particle number and summed-pT densities, is measured as a function of the leading-particle transverse momentum (ptrigT). These quantities are studied in three azimuthal-angle regions relative to the leading particle in the event: toward, away, and transverse. Results are presented for three different pT thresholds (0.15, 0.5, and 1 GeV/c) at mid-pseudorapidity (|η|<0.8). The event activity in the transverse region, which is the most sensitive to the underlying event, exhibits similar behaviour in both pp and p−Pb collisions, namely, a steep increase with ptrigT for low ptrigT, followed by a saturation at ptrigT≈5 GeV/c. The results from pp collisions are compared with existing measurements at other centre-of-mass energies. The quantities in the toward and away regions are also analyzed after the subtraction of the contribution measured in the transverse region. The remaining jet-like particle densities are consistent in pp and p−Pb collisions for ptrigT>10 GeV/c, whereas for lower ptrigT values the event activity is slightly higher in p−Pb than in pp collisions. The measurements are compared with predictions from the PYTHIA 8 and EPOS LHC Monte Carlo event generators.
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R. ; Rancien, Thibaut Albert ; Raniwala, Rashmi ; Raniwala, Sudhir ; Räsänen, Sami Sakari ; Rath, Rutuparna ; Ravasenga, Ivan ; Read, Kenneth Francis ; Redelbach, Andreas Ralph ; Redlich, Krzysztof ; Rehman, Attiq ur ; Reichelt, Patrick ; Reidt, Felix ; Reme-Ness, Haakon André ; Rescakova, Zuzana ; Reygers, Klaus ; Riabov, Andrei ; Riabov, Viktor G. ; Ricci, R. ; Richert, Tuva Ora Herenui ; Richter, Matthias Rudolph ; Riegler, Werner ; Riggi, Francesco ; Ristea, Cătălin-Lucian ; Rodrı́guez Cahuantzi, Mario ; Røed, Ketil ; Rogalev, Roman ; Rogochaya, Elena ; Rogoschinski, Tim Sebastian ; Rohr, David ; Röhrich, Dieter ; Fierro Rojas, Pablo ; Rojas Torres, Solangel ; Rokita, Przemyslaw Stefan ; Ronchetti, Federico ; Rosano, Antonina ; Dominguez Rosas, Edgar ; Rossi, Andrea ; Roy, Ankhi ; Roy, Pradip Kumar ; Roy, S. ; Rubini, Nicola ; Vazquez Rueda, Omar ; Ruggiano, Daniela ; Rui, Rinaldo ; Rumyantsev, Boris ; Russek, P.G. ; Russo, R. ; Rustamov, Anar ; Ryabinkin, Evgeny ; Ryabov, Yury ; Rybicki, Andrzej ; Rytkönen, Heidi Maria ; Rzęsa, Wioleta ; Saarimaki, O.A. 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P. ; Suire, Christophe Pierre ; Sukhanov, Mikhail ; Šuljić, Miljenko ; Sumberia, Vikash ; Sumowidagdo, Suharyo ; Swain, Sagarika ; Szabo, Alexander ; Szarka, Imrich ; Tabassam, Uzma ; Taghavi, Seyed Farid ; Taillepied, Guillaume ; Takahashi, Jun ; Tambave, Ganesh Jagannath ; Tang, S. ; Tang, Z. ; Tapia Takaki, Jesus Daniel ; Tapus, N. ; Tarasovicova, L.A. ; Tarzila, Madalina-Gabriela ; Tauro, Arturo ; Tejeda Muñoz, Guillermo ; Telesca, Adriana ; Terlizzi, Livia ; Terrevoli, Cristina ; Tersimonov, Georgy ; Thakur, Sanchari ; Thomas, Deepa ; Tieulent, Raphael Noel ; Tikhonov, Anatoly ; Timmins, Anthony Robert ; Tkacik, Milan ; Tkacik, Tomas ; Toia, Alberica ; Topilskaya, Nataliya ; Toppi, Marco ; Torales Acosta, Fernando ; Tork, T. ; Torres Ramos, Arianna Grisel ; Trifiró, Antonio ; Triolo, A.S. ; Tripathy, Sushanta ; Tripathy, Tulika ; Trogolo, Stefano ; Trubnikov, Victor ; Trzaska, Wladyslaw Henryk ; Trzcinski, Tomasz Piotr ; Tumkin, Alexandr ; Turrisi, Rosario ; Tveter, Trine Spedstad ; Ullaland, Kjetil ; Ulukutlu, B. ; Uras, Antonio ; Urioni, Marta ; Usai, Gianluca ; Vala, Martin ; Valle, Nicolò ; Vallero, Sara ; van Doremalen, L.V. R. ; Leeuwen, Marco van ; van Veen, C.A. ; van Weelden, R.J. G. ; Vyvre, Pierre vande ; Varga, Dezsö ; Varga, Zoltán ; Varga-Kofarago, Monika ; Vasileiou, Maria ; Vasiliev, Andrey ; Vázquez Doce, Oton ; Vechernin, Vladimir ; Vercellin, Ermanno ; Vergara Limón, Sergio ; Vermunt, Lucas Anne ; Vértesi, Róbert ; Verweij, Marta ; Vicković, Linda ; Vilakazi, Zabulon ; Villalobos Baillie, Orlando ; Vino, Gioacchino ; Vinogradov, Alexander A. ; Virgili, Tiziano ; Vislavicius, Vytautas ; Vodopyanov, Alexander ; Volkel, Benedikt ; Völkl, Martin Andreas ; Voloshin, Kirill ; Voloshin, Sergei ; Volpe, Giacomo ; Haller, Barthélémy von ; Vorobyev, Ivan ; Vozniuk, Nikita ; Vrláková, Janka ; Wagner, Boris ; Wang, C. ; Wang, D. ; Weber, Michael ; Wegrzynek, Adam ; Weiglhofer, F.T. ; Wenzel, Sandro Christian ; Wessels, Johannes P. ; Weyhmiller, S.L. ; Wiechula, Jens ; Wikne, Jon ; Wilk, Grzegorz Andrzej ; Wilkinson, Jeremy ; Willems, Guido Alexander ; Windelband, Bernd ; Winn, Michael ; Wright, Josephina Rae ; Wu, W. ; Wu, Y. ; Xu, Ran ; Yadav, A.K. ; Yalcin, Serpil ; Yamaguchi, Yorito ; Yamakawa, Kosei ; Yang, S. ; Yano, Satoshi ; Yin, Zhongbao ; Yoo, In-Kwon ; Yoon, Jin-Hee ; Yuan, S. ; Yüncü, Alperen ; Zaccolo, Valentina ; Zampolli, Chiara ; Zanoli, H.J. C. ; Zanone, Federica ; Zardoshti, Nima ; Zarochentsev, Andrey ; Závada, Petr ; Zaviyalov, Nikolaj ; Zhalov, Mikhail ; Zhang, B. ; Zhang, S. ; Zhang, X. ; Zhang, Y. ; Zhao, M. ; Zherebchevskii, Vladimir ; Zhi, Y. ; Zhigareva, Natalia ; Zhou, D. ; Zhou, Y. ; Zhu, J. ; Zhu, Y. ; Zinovjev, Gennady M. ; Zurlo, Nicola
We report about the properties of the underlying event measured with ALICE at the LHC in pp and p−Pb collisions at sNN−−−√=5.02 TeV. The event activity, quantified by charged-particle number and summed-pT densities, is measured as a function of the leading-particle transverse momentum (ptrigT). These quantities are studied in three azimuthal-angle regions relative to the leading particle in the event: toward, away, and transverse. Results are presented for three different pT thresholds (0.15, 0.5, and 1 GeV/c) at mid-pseudorapidity (|η|<0.8). The event activity in the transverse region, which is the most sensitive to the underlying event, exhibits similar behaviour in both pp and p−Pb collisions, namely, a steep increase with ptrigT for low ptrigT, followed by a saturation at ptrigT≈5 GeV/c. The results from pp collisions are compared with existing measurements at other centre-of-mass energies. The quantities in the toward and away regions are also analyzed after the subtraction of the contribution measured in the transverse region. The remaining jet-like particle densities are consistent in pp and p−Pb collisions for ptrigT>10 GeV/c, whereas for lower ptrigT values the event activity is slightly higher in p−Pb than in pp collisions. The measurements are compared with predictions from the PYTHIA 8 and EPOS LHC Monte Carlo event generators.
We report about the properties of the underlying event measured with ALICE at the LHC in pp and p−Pb collisions at sNN−−−√=5.02 TeV. The event activity, quantified by charged-particle number and summed-pT densities, is measured as a function of the leading-particle transverse momentum (ptrigT). These quantities are studied in three azimuthal-angle regions relative to the leading particle in the event: toward, away, and transverse. Results are presented for three different pT thresholds (0.15, 0.5, and 1 GeV/c) at mid-pseudorapidity (|η|<0.8). The event activity in the transverse region, which is the most sensitive to the underlying event, exhibits similar behaviour in both pp and p−Pb collisions, namely, a steep increase with ptrigT for low ptrigT, followed by a saturation at ptrigT≈5 GeV/c. The results from pp collisions are compared with existing measurements at other centre-of-mass energies. The quantities in the toward and away regions are also analyzed after the subtraction of the contribution measured in the transverse region. The remaining jet-like particle densities are consistent in pp and p−Pb collisions for ptrigT>10 GeV/c, whereas for lower ptrigT values the event activity is slightly higher in p−Pb than in pp collisions. The measurements are compared with predictions from the PYTHIA 8 and EPOS LHC Monte Carlo event generators.
Effective market discipline incentivizes financial institutions to limit their risk-taking behavior, making it a key element for financial regulation. However, without adequate incentives to monitor and control the risk-taking behavior of financial institutions market discipline erodes. As a consequence, bailing out financial institutions, as happened unprecedentedly during the recent financial crisis, may impose indirect costs to financial stability if bailout expectations of investors change. Analyzing US data covering the period between 2004 and 2014, Hett und Schmidt (2017) find that market participants adjusted their bailout expectations in response to government interventions, undermining market discipline mechanisms. Given these findings, policymakers need to take into account the potential effects on market discipline when deciding about public support to troubled financial institutions in the future. Considering the parallelism of events and public responses during the financial crisis as well as the recent developments of Italian banks, these results not only concern the US, but also have important implications for European financial markets and policy makers.
Women are overrepresented in informal employment in the Indian labour market. They also devote more time to unpaid care work than men do. The poor working conditions of women are attributable to this double burden of work. Due to the lack of regulatory measures to protect the interest of informal women workers along with rigid gender norms, women’s participation in paid work is drastically reduced. As far as unpaid care work is concerned, feminist economists have been striving to make such work visible for a long time now. There have been some developments in labour statistics, with time use surveys quantifying women’s paid and unpaid contributions to the economy. This article delves into the examination of unpaid care work in India with the help of the Indian government’s recent Time-use Survey. It attempts to study the connection between paid work and unpaid care work and its implications for the working conditions of women in India. Finally, it evaluates the ‘right to work’ as a possible solution by using the example of employment guarantee schemes in India.
This paper analyzes a comprehensive data set of 108 non venture-backed, 58 venture-backed and 33 bridge financed companies going public at Germany s Neuer Markt between March 1997 and March 2000. I examine whether these three types of issues differ with regard to issuer characteristics, balance sheet data or offering characteristics. Moreover, this empirical study contributes to the underpricing literature by focusing on the complementary or rather competing role of venture capitalists and underwriters in certifying the quality of a company when going public. Companies backed by a prestigious venture capitalist and/or underwritten by a top bank are expected to show less underpricing at the initial public offering (IPO) due to a reduced ex-ante uncertainty. This study provides evidence to the contrary: VC-backed IPOs appear to be more underpriced than non VCbacked IPOs.
This paper analyzes a comprehensive data set of 160 non venture-backed, 79 venture-backed and 61 bridge financed companies going public at Germany´s Neuer Markt between March 1997 and March 2002. I examine whether these three types of issues differ with regard to issuer characteristics, balance sheet data or offering characteristics. Moreover, this empirical study contributes to the underpricing literature by focusing on the complementary or rather competing role of venture capitalists and underwriters in certifying the quality of a company when going public. Companies backed by a prestigious venture capitalist and/or underwritten by a top bank are expected to show less underpricing at the initial public offering (IPO) due to a reduced ex-ante uncertainty. This analysis provides evidence to the contrary: VC-backed IPOs appear to be more underpriced than non VC-backed IPOs.
In this paper, I shall discuss the semantic attachment of intersective modifiers in German coherent constructions. I shall show that a purely syntactic solution to the observable attachment ambiguity is undesirable for reasons of processing e ciency and/or massive spurious ambiguity. Instead, I shall follow Egg and Lebeth (1995) and propose an extension to Minimal Recursion Semantics, permitting the expression of underspecified semantic attachment. This rather trivial move, as we shall see, will not only be preferable for processing reasons, but it will also be more in line with the spirit of underspecified semantics, e ectively providing a compact representation of purely semantic distinctions, instead of unfolding these distinctions into a rain forest of tree representations and derivations. I will present an implementation of the underspecification approach integrated into the German HPSG developed at DFKI and compare its e ciency to an alternative implementation where semantic attachment is unfolded by means of retrieval rules.
The verb ‘rise’ can be used both with property-denoting nouns like ‘temperature’ but also with NPs like ‘a Titan’ or ‘China’. Whereas in the former case the change triggered by a rising event is directly related to the subject (its current value increases), this does not hold for ‘a titan’ or ‘China’. In this case it is a property of these objects, say their height or their political power, which increases in value. Furthermore, ‘rise’ does not target a particular property as the examples above show. This data has led Cooper (2010) to the conclusion that it is presumably not possible (i) “to extract a single general meaning of words which covers all the particular meanings of the word in context”, and (ii) “to determine once and for all the set of particular contextually determined meanings of a word”. In this article we present a solution to the two problems raised by ‘rise’ in a frame theory. ‘Rise’ is analyzed as a scalar verb which does not lexicalize a complete scale in its meaning. Rather, it shows underspecification relative to the dimension (property) parameter of a scale. The set of admissible properties is determined by a constraint on the value ranges of properties. If the property is not uniquely determined by the subject, the comprehender uses probabilistic reasoning based on world knowledge and discourse information to defeasibly infer the most likely candidates from this set (2nd problem).
The first problem is solved not by simply introducing objects into the representation of a discourse but instead by pairs consisting of an object and an associated frame component which collects the object information contributed by the discourse. Changes triggered by events like the one denoted by ‘rise’ are modelled as update operations on the frame component while the object component is left unchanged.
Anthropogenic interventions have altered all ecosystems around the world. One of those ecosystems are forests, the main resource for timber. They have been strongly transformed in their structure with large consequences on forest biodiversity. Especially the decrease in dead-wood volume due to the timber extraction and alternation of natural forest structures with even-aged stands of less diverse tree species composition has put especially saproxylic, i.e., dead-wood dependent species, under threat, which comprise about 20% of all forest species. Beetles, fungi and bacteria are three functional important groups for decomposition processes but we still lack much information about their sampling and the drivers of their diversity, thus it is difficult to comprehensively protect their diversity. Saproxylic fungi are a highly diverse species group and the main drivers of dead-wood decomposition; hence they play a major role in the global carbon cycle. Due to their cryptic lifestyle, many species are still unknown, but the recent advances in environmental DNA barcoding methods (metabarcoding) shed light on the formerly underestimated diversity. Yet, this method's accuracy and suitability in detecting specific species have not been assessed so far, limiting its current usefulness for species conservation. On the other hand, these methods are a convenient tool to study highly diverse areas with high numbers of unknown species, enabling the study of global diversity and its drivers, which are unknown for saproxylic fungi, but important to assess to predict the future impacts of global change. Since nature conservation concepts are usually not applied on a global scale, the drivers of diversity must also be assessed on smaller scales. Besides understanding the drivers of diversity, to identify focus scales to create comprehensive, evidence-based conservation concepts must utilize multi-taxonomic studies since saproxylic species are differently sensitive towards environmental variables and closely interact with each other. Filling these knowledge gaps is utterly needed to protect the high saproxylic diversity and ensure the functional continuity of decomposition processes, especially regarding the global change.
To address the usefulness of metabarcoding for fungal species conservation, I compared the traditional method of fruit body sampling with metabarcoding and their efficiency in detecting threatened fungal species in the first chapter of this thesis. Both methods have advantages and disadvantages. Their ability to detect threatened saproxylic fungal species and their dependencies on detecting specific fungal groups have not been compared, albeit they are important to inform species conservation like Red Lists properly. I found metabarcoding to generally detect more threatened fungal species than fruit body sampling with a higher frequency than fruit body sampling. Moreover, fruit body sampling detected a unique set of species, while fruit body sampling missed large parts of fungal diversity due to species-specific fruiting characteristics. Metabarcoding with high sampling intensity is thus a viable method to assess threatened saproxylic fungal diversity and inform nature conservation like Red Lists about distribution and abundances. Nevertheless, a complementary approach with fruit body sampling is indispensable for assessing all threatened fungal species.
In order to analyse the global diversity of saproxylic fungi and its drivers, I examined whether fungal species richness increases from the poles towards the equator and thus follows the latitudinal diversity gradient already found in many other species groups. I further investigated whether such an increase is caused by increasing ecological specialisation, i.e., niche partitioning, or local tree diversity, i.e., niche space. Gamma diversity per biome increased from the boreal, over the temperate to the tropics and thus confirmed the latitudinal diversity for saproxylic fungi. Contrastingly, alpha diversity at the log level did not significantly increase towards the tropics, suggesting a grain size dependency of the observed pattern and an equal niche space within dead-wood across latitudes. Ecological specialisation on the plot level was globally on a high level but did not increase significantly towards the equator. Additionally, I found local tree species richness to drive plot-based fungal diversity. Further analysis of gamma diversity against the total number of sampled tree species strengthened the assumption that tree species diversity and not increased ecological specialisation was the main driver of the latitudinal diversity gradient, as there was no significant difference between the gamma diversity of the temperate and tropical biome. Nonetheless, as the gamma diversity of the boreal biome was still significantly smaller, my results do not allow a complete neglection of the ecological specialisation hypothesis. The overall results indicate a strong dependency of saproxylic fungi diversity with host tree species diversity and that the global loss of tree species threatens saproxylic fungi with an unpredictable impact on carbon and nutrient cycling.
To support saproxylic conservation, I conducted two analyses. First, I compared the beta diversity of the three main decomposer groups (beetles, fungal fruit bodies, mycelial fungi (metabarcoding), and bacteria (metabarcoding)) across different scales to assess the impact of different environmental variables on their overall diversity. I used an experimental design to disentangle two different spatial scales, influenced by differences in macroclimate, forest microclimate and spatial distance, and two host scales, driven by differences between tree lineages and tree species. I set these beta diversities in relation to the gamma diversity of the three main decomposer groups to identify whether a unified conservation concept could be applied to one scale to optimally protect the diversity of all three species groups. Second, I identified whether diversity and community composition of fungi and bacteria differed among climate and land use gradients. Further I explored whether specialisation and niche packing could explain the expected pattern. To do so I used an experimental design disentangling climate and land use across a large gradient in Germany. The results differed among the species groups, denying a unified conservation concept focusing on one scale. Saproxylic beetle and fruit body beta diversity was equally high on each scale, as they are more sensitive towards environmental factors like macro- and microclimate. On the other hand, mycelial fungi and bacteria beta diversity was highest on the host scale, especially the host tree scale, indicating a high host specificity of the two groups. The second study also identified tree species as the main driver of diversity and community composition of these two study groups. Specialisation of fungi was not influenced by land use or climate. Bacterial specialisation and diversity were under a strong influence of mean precipitation. Comprehensive conservation of multi-taxonomic diversity across regions thus requires the integration of several scales. Within different macroclimatic regions, forests of varying microclimates, i.e., forest management, must be implemented. In these forests, dead-wood of different tree lineages, i.e., angio- and gymnosperms and tree species, must be provided.
Taken together, I could demonstrate that metabarcoding is an efficient method to sample threatened fungal species and identify differing drivers of fungal diversity present as fruit bodies or mycelium. Its usefulness will further increase due to the ongoing improvement of sequencing databases and thus better inform conservation concepts. Using metabarcoding, I could demonstrate that high host specialisation of saproxylic fungi is not a European but a global phenomenon and identify tree species loss under global change as one major concern for saproxylic diversity. My dissertation further highlighted the importance of multi-taxonomic studies for evidence-based nature conservation, as different species groups require varying concepts. These results were especially important for saproxylic bacteria as the drivers of their diversity are still largely unknown. Howbeit, large research gaps still exist regarding the impacts of global change on species and processes. Moreover, the spatial coverage of studies is needed to confirm or neglect the generality of current research especially concerning the highly diverse tropical areas. An increased focus on the drivers of diversity in these areas is crucial to ensure a globally comprehensive saproxylic conservation and the various ecosystem functions they control.
In the life sciences, there is an ongoing discussion about a perceived ‘reproducibility crisis’. However, it remains unclear to which extent the perceived lack of reproducibility is the consequence of issues that can be tackled and to which extent it may be the consequence of unrealistic expectations of the technical level of reproducibility. Large-scale, multi-institutional experimental replication studies are very cost- and time-intensive. This Perspective suggests an alternative, complementary approach: meta-research using sociological and philosophical methodologies to examine researcher trust in data. An improved understanding of the criteria used by researchers to judge data reliability will provide crucial, initial evidence on the actual scale of the reproducibility crisis and on measures to tackle it.
The heart is the first functional organ that develops in the embryo. To become a functional organ, it undergoes several morphogenetic processes. These morphogenetic events involve different cell types, that interact with each other and respond to the surrounding extracellular matrix, as well as intrinsic and extrinsic mechanical forces, assuming different behaviors. Additionally, transcription factor networks, conserved among vertebrates, control the development.
To have a better understanding of cell behavior during development, it is necessary to find a model system that allows the investigation in vivo and at single-cell resolution. Thanks to the common evolutionary origin of the different cardiac structures, together with the conserved molecular pathways, the two-chambered zebrafish heart offers many advantages to study cell behavior during cardiac morphogenesis. Here, using the zebrafish heart as a model system, I uncovered the cell behavior behind two of the main cardiac morphogenetic events: cardiac wall maturation and cardiac valve formation.
In the first part of this study, I investigated how the cardiac wall is maintained at the molecular level. Using genetic, transcriptomic, and chimeric analyses in zebrafish, we find that Snai1b is required for myocardial wall integrity. Global loss of snai1b leads to the extrusion of CMs away from the cardiac lumen, a process we show is dependent on cardiac contractility. Examining CM junctions in snai1b mutants, we observed that N-cadherin localization was compromised, thereby likely weakening cell-cell adhesion. In addition, extruding CMs exhibit increased actomyosin contractility basally, as revealed by the specific enrichment of canonical markers of actomyosin tension - phosphorylated myosin light chain (active myosin) and the α-catenin epitope α-18. By comparing the transcriptome of wild-type and snai1b mutant hearts at the early stages of CM extrusion, we found the dysregulation of intermediate filament genes in mutants including the upregulation of desmin b. We tested the role of desmin b in myocardial wall integrity and found that CM-specific desmin b overexpression led to CM extrusion, recapitulating the snai1b mutant phenotype. Altogether, these results indicate that Snai1 is a critical regulator of intermediate filament gene expression in CMs and that it maintains the integrity of the myocardial epithelium during embryogenesis, at least in part by repressing desmin b expression.
In the second part of this study, I focused on the behavior of valve cells during cardiac development. Using the zebrafish atrioventricular valve, I focus on the valve interstitial cells which confer biomechanical strength to the cardiac valve leaflets. We find that initially AV endocardial cells migrate collectively into the cardiac jelly to form a bilayered structure; subsequently, the cells that led this migration invade the extracellular matrix (ECM) between the two EC monolayers, undergo an endothelial-to-mesenchymal transition as marked by loss of intercellular adhesion, and differentiate into VICs. These cells proliferate and are joined by a few neural crest-derived cells. VIC expansion and a switch from a pro-migratory to an elastic ECM drive valve leaflet elongation. Functional analysis of Nfatc1 reveals its requirement during VIC development. Zebrafish nfatc1 mutants form significantly fewer VICs due to reduced proliferation and impaired recruitment of endocardial and neural crest cells during the early stages of VIC development. Analysis of downstream effectors reveals that Nfatc1 promotes the expression of twist1b, a well-known regulator of epithelial-to-mesenchymal transition. This study shows for the first time that Nfatc1 regulates zebrafish VICs formation regulating valve EMT in part by regulating twist1b expression. Moreover, it proposes the zebrafish valve as an excellent model to study the cellular and molecular process that regulate VIC development and dysfunction.
In conclusion, my work: 1) identified an unsuspected role of Snai1 in maintaining the integrity of the myocardial epithelium, opening new avenues in its role in regulating cellular contractility; 2) uncovered the function of Nfatc1 in the establishment of the VIC, establishing a new model to study valve development and function.
Understanding Confusion in Africa : The Politics of Multiculturalism and Nation-building in Cameroon
(2013)
Cameroon is often considered to be Africais legendary pathfinder. This book argues essentially that Cameroon cannot competently champion African unity and progress until it can correctly pursue its own multicultural nation-building. Cameroon's success continental-wise would depend on its theory and practice of multiculturalism, as particularly reflected in (1) the rejoicing in its historical diversity and the harmonious co-existence of its Systems of Education which must, of necessity, be linked to (2) effective federalization or decentralization of uniquely cultural matters. Critically examining history and education as components of culture, and therefore, of multiculturalism, the book makes some bold recommendations while demonstrating how nation-building is meaningless without the peopleis authentic history. It argues that Cameroon national culture cannot be a national culture without embodying the distinct culture of the English-speaking minority. Anything else is nothing but deliberate confusion of assimilation for multiculturalism, a confusion that is heavily tied to the countryis phoney independence. Hinging on education (and its associates of bilingualism and bijuralism), the book demonstrates that Cameroonis over-sung cultural dualism is a charade, epitomized by the 1998 Education Law. Rather than reaffirm Cameroonis biculturalism as it superficially avows, Cameroonis purported cultural dualism is really out to efface any semblance of cultural or educational dualism that may still be resisting assimilation. The continuous and persistent employment of terms such as biculturalism, bilingualism and bijuralism in legal texts in Cameroon is only to confuse the international community, especially from seeing exactly the kind of eethnic cleansingi which is taking place in the country.
This paper analyses the regulatory framework which applies to the determination of directors’ remuneration in Europe and examines the extent to which European firms follow best practices in corporate governance in this area, drawing on an empirical analysis of the governance systems that European firms adopt in setting remuneration and, in particular, on an empirical assessment of their diverging approaches to disclosure. These divergences persist despite recent reforms. After an examination of the link between optimal remuneration, corporate governance and regulation and an assessment of how regulatory reform has evolved in this area, the paper provides an overview of national laws and best practice corporate governance recommendations across the Member States, following the adoption of the important EC Recommendations on directors’ remuneration and on the role of non-executive directors in 2004 and 2005, respectively. This overview is largely based on the answers to questionnaires sent to legal experts from seventeen European Member States. The paper also provides an empirical analysis of governance practices and, in particular, firm disclosure of directors’ remuneration in Europe’s largest 300 listed firms by market capitalisation. The paper reveals that, notwithstanding a swathe of reforms across the Member States in recent years and related harmonisation efforts, disclosure levels still vary from country to country and are strongly dependent on the existence of regulations and best practice guidelines in the firm’s home Member State. Convergence in disclosure practices is not strong; only a few basic standards are followed by the majority of the firms examined and there is strong divergence with respect to most of the criteria considered in the study. Consistent with previous research, our study reveals clear differences not only with respect to remuneration disclosure, but also with respect to shareholder engagement and the board’s role in the remuneration process and in setting remuneration guidelines. Ownership structures still ‘matter’; these divergences tend to follow different corporate governance systems and, in particular, the dispersed ownership/block-holding ownership divide. They do not appear to have been smoothed since the EC Company Law Action Plan was launched and notwithstanding the harmonisation that has been attempted in this field. Keywords: Directors’ remuneration, corporate governance, disclosure, European regulation JEL Classifications: G30, G38, J33, K22, M52
Telteu, Camelia-Eliza ; Müller Schmied, Hannes ; Thiery, Wim ; Leng, Guoyong ; Burek, Peter ; Liu, Xingcai ; Boulange, Julien Eric Stanislas ; Andersen, Lauren Seaby ; Grillakis, Manolis ; Gosling, Simon N. ; Satoh, Yusuke ; Rakovec, Oldrich ; Stacke, Tobias ; Chang, Jinfeng ; Wanders, Niko ; Shah, Harsh Lovekumar ; Trautmann, Tim ; Mao, Ganquan ; Hanasaki, Naota ; Koutroulis, Aristeidis ; Pokhrel, Yadu ; Samaniego Eguiguren, Luis Eduardo ; Wada, Yoshihide ; Mishra, Vimal ; Liu, Junguo ; Döll, Petra ; Zhao, Fang ; Gädeke, Anne ; Rabin, Sam S. ; Herz, Florian
Global water models (GWMs) simulate the terrestrial water cycle, on the global scale, and are used to assess the impacts of climate change on freshwater systems. GWMs are developed within different modeling frameworks and consider different underlying hydrological processes, leading to varied model structures. Furthermore, the equations used to describe various processes take different forms and are generally accessible only from within the individual model codes. These factors have hindered a holistic and detailed understanding of how different models operate, yet such an understanding is crucial for explaining the results of model evaluation studies, understanding inter-model differences in their simulations, and identifying areas for future model development. This study provides a comprehensive overview of how state-of-the-art GWMs are designed. We analyze water storage compartments, water flows, and human water use sectors included in 16 GWMs that provide simulations for the Inter-Sectoral Impact Model Intercomparison Project phase 2b (ISIMIP2b). We develop a standard writing style for the model equations to further enhance model improvement, intercomparison, and communication. In this study, WaterGAP2 used the highest number of water storage compartments, 11, and CWatM used 10 compartments. Seven models used six compartments, while three models (JULES-W1, Mac-PDM.20, and VIC) used the lowest number, three compartments. WaterGAP2 simulates five human water use sectors, while four models (CLM4.5, CLM5.0, LPJmL, and MPIHM) simulate only water used by humans for the irrigation sector. We conclude that even though hydrologic processes are often based on similar equations, in the end, these equations have been adjusted or have used different values for specific parameters or specific variables. Our results highlight that the predictive uncertainty of GWMs can be reduced through improvements of the existing hydrologic processes, implementation of new processes in the models, and high-quality input data.
Telteu, Camelia-Eliza ; Müller Schmied, Hannes ; Thiery, Wim ; Leng, Guoyong ; Burek, Peter ; Liu, Xingcai ; Boulange, Julien Eric Stanislas ; Andersen, Lauren Seaby ; Grillakis, Manolis ; Gosling, Simon N. ; Satoh, Yusuke ; Rakovec, Oldrich ; Stacke, Tobias ; Chang, Jinfeng ; Wanders, Niko ; Shah, Harsh Lovekumar ; Trautmann, Tim ; Mao, Ganquan ; Hanasaki, Naota ; Koutroulis, Aristeidis ; Pokhrel, Yadu ; Samaniego Eguiguren, Luis Eduardo ; Wada, Yoshihide ; Mishra, Vimal ; Liu, Junguo ; Döll, Petra ; Zhao, Fang ; Gädeke, Anne ; Rabin, Sam S. ; Herz, Florian
Global water models (GWMs) simulate the terrestrial water cycle on the global scale and are used to assess the impacts of climate change on freshwater systems. GWMs are developed within different modelling frameworks and consider different underlying hydrological processes, leading to varied model structures. Furthermore, the equations used to describe various processes take different forms and are generally accessible only from within the individual model codes. These factors have hindered a holistic and detailed understanding of how different models operate, yet such an understanding is crucial for explaining the results of model evaluation studies, understanding inter-model differences in their simulations, and identifying areas for future model development. This study provides a comprehensive overview of how 16 state-of-the-art GWMs are designed. We analyse water storage compartments, water flows, and human water use sectors included in models that provide simulations for the Inter-Sectoral Impact Model Intercomparison Project phase 2b (ISIMIP2b). We develop a standard writing style for the model equations to enhance model intercomparison, improvement, and communication. In this study, WaterGAP2 used the highest number of water storage compartments, 11, and CWatM used 10 compartments. Six models used six compartments, while four models (DBH, JULES-W1, Mac-PDM.20, and VIC) used the lowest number, three compartments. WaterGAP2 simulates five human water use sectors, while four models (CLM4.5, CLM5.0, LPJmL, and MPI-HM) simulate only water for the irrigation sector. We conclude that, even though hydrological processes are often based on similar equations for various processes, in the end these equations have been adjusted or models have used different values for specific parameters or specific variables. The similarities and differences found among the models analysed in this study are expected to enable us to reduce the uncertainty in multi-model ensembles, improve existing hydrological processes, and integrate new processes.
In the human brain, the incoming light to the retina is transformed into meaningful representations that allow us to interact with the world. In a similar vein, the RGB pixel values are transformed by a deep neural network (DNN) into meaningful representations relevant to solving a computer vision task it was trained for. Therefore, in my research, I aim to reveal insights into the visual representations in the human visual cortex and DNNs solving vision tasks.
In the previous decade, DNNs have emerged as the state-of-the-art models for predicting neural responses in the human and monkey visual cortex. Research has shown that training on a task related to a brain region’s function leads to better predictivity than a randomly initialized network. Based on this observation, we proposed that we can use DNNs trained on different computer vision tasks to identify functional mapping of the human visual cortex.
To validate our proposed idea, we first investigate a brain region occipital place area (OPA) using DNNs trained on scene parsing task and scene classification task. From the previous investigations about OPA’s functions, we knew that it encodes navigational affordances that require spatial information about the scene. Therefore, we hypothesized that OPA’s representation should be closer to a scene parsing model than a scene classification model as the scene parsing task explicitly requires spatial information about the scene. Our results showed that scene parsing models had representation closer to OPA than scene classification models thus validating our approach.
We then selected multiple DNNs performing a wide range of computer vision tasks ranging from low-level tasks such as edge detection, 3D tasks such as surface normals, and semantic tasks such as semantic segmentation. We compared the representations of these DNNs with all the regions in the visual cortex, thus revealing the functional representations of different regions of the visual cortex. Our results highly converged with previous investigations of these brain regions validating the feasibility of the proposed approach in finding functional representations of the human brain. Our results also provided new insights into underinvestigated brain regions that can serve as starting hypotheses and promote further investigation into those brain regions.
We applied the same approach to find representational insights about the DNNs. A DNN usually consists of multiple layers with each layer performing a computation leading to the final layer that performs prediction for a given task. Training on different tasks could lead to very different representations. Therefore, we first investigate at which stage does the representation in DNNs trained on different tasks starts to differ. We further investigate if the DNNs trained on similar tasks lead to similar representations and on dissimilar tasks lead to more dissimilar representations. We selected the same set of DNNs used in the previous work that were trained on the Taskonomy dataset on a diverse range of 2D, 3D and semantic tasks. Then, given a DNN trained on a particular task, we compared the representation of multiple layers to corresponding layers in other DNNs. From this analysis, we aimed to reveal where in the network architecture task-specific representation is prominent. We found that task specificity increases as we go deeper into the DNN architecture and similar tasks start to cluster in groups. We found that the grouping we found using representational similarity was highly correlated with grouping based on transfer learning thus creating an interesting application of the approach to model selection in transfer learning.
During previous works, several new measures were introduced to compare DNN representations. So, we identified the commonalities in different measures and unified different measures into a single framework referred to as duality diagram similarity. This work opens up new possibilities for similarity measures to understand DNN representations. While demonstrating a much higher correlation with transfer learning than previous state-of-the-art measures we extend it to understanding layer-wise representations of models trained on the Imagenet and Places dataset using different tasks and demonstrate its applicability to layer selection for transfer learning.
In all the previous works, we used the task-specific DNN representations to understand the representations in the human visual cortex and other DNNs. We were able to interpret our findings in terms of computer vision tasks such as edge detection, semantic segmentation, depth estimation, etc. however we were not able to map the representations to human interpretable concepts. Therefore in our most recent work, we developed a new method that associates individual artificial neurons with human interpretable concepts.
Overall, the works in this thesis revealed new insights into the representation of the visual cortex and DNNs...
My PhD work employed genetic and pharmacological manipulations, coupled with highresolution live imaging, to understand intercellular communications during zebrafish cardiovascular development. The heart is the first organ to form, and it is composed of several tissues, among which interactions are crucial. I identified two important interactions between muscular and non-muscular tissues in poorly characterized contexts, and the molecules required for the signalling. First, I discovered an important cellular and molecular crosstalk orchestrating the development of the cardiac outflow tract (i.e., the aortic root in mammals).
Endothelial-derived TGF-beta signalling controls the generation of the local extracellular matrix (ECM). The ECM in turn affects endothelial proliferation as well as smooth muscle cell organization (Boezio et al, 2020; Bensimon-Brito*, Boezio* et al, 2020). In my second project, I investigated the crosstalk between the epicardial layer and the myocardial wall. By generating epicardial-impairment models, I identified a novel role for the epicardium in regulating cardiomyocyte volume during heart development (Boezio et al, 2021). Ultimately, this research contributed to our understanding of how paracrine signalling controls the multicellular interactions integral to organogenesis.
Many consumers care about climate change and other externalities associated with their purchases. We analyze the behavior and market effects of such “socially responsible consumers” in three parts. First, we develop a flexible theoretical framework to study competitive equilibria with rational consequentialist consumers. In violation of price taking, equilibrium feedback non-trivially dampens a consumer’s mitigation efforts, undermining responsible behavior. This leads to a new type of market failure, where even consumers who fully “internalize the externality” overconsume externality-generating goods. At the same time, socially responsible consumers change the relative effectiveness of taxes, caps, and other policies in lowering the externality. Second, since consumer beliefs about and preferences over dampening play a crucial role in our framework, we investigate them empirically via a tailored survey. Consistent with our model, consumers are predominantly consequentialist, and on average believe in dampening. Inconsistent with our model, however, many consumers fail to anticipate dampening. Third, therefore, we analyze how such “naive” consumers modify our theoretical conclusions. Naive consumers behave more responsibly than rational consumers in a single-good economy, but may behave less responsibly in a multi-good economy with cross-market spillovers. A mix of naive and rational consumers may yield the worst outcomes.
Understanding the diverging opinions of academic experts, stakeholders and the public is important for effective conservation management. This is especially so when a consensus is needed for action to minimize future risks but the knowledge upon which to base this action is uncertain or missing. How to manage non-native, invasive species (NIS) is an interesting case in point: the issue has long been controversial among stakeholders, but publicly visible, major disagreement among experts is recent. To characterize the multitude of experts’ understanding and valuation of non-native, NIS we performed structured qualitative interviews with 26 academic experts, 13 of whom were invasion biologists and 13 landscape experts. Within both groups, thinking varied widely, not only about basic concepts (e.g., non-native, invasive) but also about their valuation of effects of NIS. The divergent opinions among experts, regarding both the overall severity of the problem in Europe and its importance for ecosystem services, contrasted strongly with the apparent consensus that emerges from scientific synthesis articles and policy documents. We postulate that the observed heterogeneity of expert judgments is related to three major factors: (1) diverging conceptual understandings, (2) lack of empirical information and high scientific uncertainties due to complexities and contingencies of invasion processes, and (3) missing deliberation of values. Based on theory from science studies, we interpret the notion of an NIS as a boundary object, i.e., concepts that have a similar but not identical meaning to different groups of experts and stakeholders. This interpretative flexibility of a concept can facilitate interaction across diverse groups but bears the risk of introducing misunderstandings. An alternative to seeking consensus on exact definitions and risk assessments would be for invasive species experts to acknowledge uncertainties and engage transparently with stakeholders and the public in deliberations about conflicting opinions, taking the role of honest brokers of policy alternatives rather than of issue advocates.
Consider two independent random walks. By chance, there will be spells of association between them where the two processes move in the same direction, or in opposite direction. We compute the probabilities of the length of the longest spell of such random association for a given sample size, and discuss measures like mean and mode of the exact distributions. We observe that long spells (relative to small sample sizes) of random association occur frequently, which explains why nonsense correlation between short independent random walks is the rule rather than the exception. The exact figures are compared with approximations. Our finite sample analysis as well as the approximations rely on two older results popularized by Révész (Stat Pap 31:95–101, 1990, Statistical Papers). Moreover, we consider spells of association between correlated random walks. Approximate probabilities are compared with finite sample Monte Carlo results.
Recently, carbonates have attracted a lot of attention, due to the recognition of their importance in the global carbon cycle. This was enabled by improvement of the experimental techniques that allow for investigating the stability, structure, and physical properties of materials and high-pressures and high-temperatures, that is, they allow for investigating minerals and geochemical processes at the conditions occurring deep inside Earth. Although a lot of research has been focused on carbonates, there are still some open questions regarding their structure and physical properties at such extreme conditions. The aim of this thesis is to establish a deeper understanding of the nature of the phase transitions in carbonates by studying how do the atoms building up the crystal structure vibrate, that is lattice dynamics. The methodology adapted in this study is a combination of experimental and computational methods which allows for a very thorough examination of the problem. The computational approach allows to determine parameters that are elusive or tedious to measure, and the experimental results provide a solid benchmark for the calculations. This tandem of methods has been widely used for investigating lattice dynamics of various materials. In this study it was used to elucidate the structure and properties of carbonates in the deep Earth conditions
Understanding Policy Domains, their Salient Forces, and Organisational Challenges examines the complexity of policy making processes within the context of human action arising from culture, life necessities, and politics. It provides an understanding of human, environmental and institutional behaviour, and identifies the policy factors that underline the success or failure of governments and institutions. This book provides policy-makers, practitioners and other researchers in the field with a clear understanding of the process of policy-making and who is responsible for what. It sets the tone for academics and policy practitioners to confront the problems and challenges that countries face as they seek to improve governance and service delivery. The author provokes debate on the cause and effect of past, present and future human actions, bringing into play the issues of honesty, transparency and political will. He promotes policy as a way towards achieving social harmony in the human struggle for survival. User-friendly for both students and lecturers, as well as for researchers, government and NGO policy 'gurus', Understanding Policy Domains, their Salient Forces, and Organisational Challenges is also valuable for political parties whose members are often unaware of this important aspect of government responsibility.
Proteins are biological macromolecules playing essential roles in all living organisms.
Proteins often bind with each other forming complexes to fulfill their function. Such protein complexes assemble along an ordered pathway. An assembled protein complex can often be divided into structural and functional modules. Knowing the order of assembly and the modules of a protein complex is important to understand biological processes and treat diseases related to misassembly.
Typical structures of the Protein Data Bank (PDB) contain two to three subunits and a few thousand atoms. Recent developments have led to large protein complexes being resolved. The increasing number and size of the protein complexes demand for computational assistance for the visualization and analysis. One such large protein complex is respiratory complex I accounting for 45 subunits in Homo sapiens.
Complex I is a well understood protein complex that served as case study to validate our methods.
Our aim was to analyze time-resolved Molecular Dynamics (MD) simulation data, identify modules of a protein complex and generate hypotheses for the assembly pathway of a protein complex. For that purpose, we abstracted the topology of protein complexes to Complex Graphs of the Protein Topology Graph Library (PTGL). The subunits are represented as vertices, and spatial contacts as edges. The edges are weighted with the number of contacts based on a distance threshold. This allowed us to apply graph-theoretic methods to visualize and analyze protein complexes.
We extended the implementations of two methods to achieve a computation of Complex Graphs in feasible runtimes. The first method skipped checks for contacts using the information which residues are sequential neighbors. We extended the method to protein complexes and structures containing ligands. The second method introduced spheres encompassing all atoms of a subunit and skipped the check for contacts if the corresponding spheres do not overlap. Both methods combined allowed skipping up to 93 % of the checks for contacts for sample complexes of 40 subunits compared to up to 10 % of the previous implementation. We showed that the runtime of the combined method scaled linearly with the number of atoms compared to a non-linear scaling of the previous implementation We implemented a third method fixing the assignment of an orientation to secondary structure elements. We placed a three-dimensional vector in each secondary structure element and computed the angle between secondary structure elements to assign an orientation. This method sped up the runtime especially for large structures, such as the capsid of human immunodeficiency virus, for which the runtime decreased from 43 to less than 9 hours.
The feasible runtimes allowed us to investigate two data sets of MD trajectories of respiratory complex I of Thermus thermophilus that we received. The data sets differ only by whether ubiquinone is bound to the complex. We implemented a pipeline, PTGLdynamics, to compute the contacts and Complex Graphs for all time steps of the trajectories. We investigated different methods to track changes of contacts during the simulation and created a heat map put onto the three-dimensional structure visualizing the changes. We also created line plots to visualize the changes of contacts over the course of the simulation. Both visualizations helped spotting outstandingly flexible or rigid regions of the structure or time points of the simulation in which major dynamics occur.
We introduced normalizations of the edge weights of Complex Graphs for identi-fying modules and predicting the assembly pathway. The idea is to normalize the number of contacts for the number of residues of a subunit. We defined five different normalizations.
To identify structural and functional modules, we applied the Leiden graph clustering algorithm to the Complex Graphs of respiratory complex I and the respiratory supercomplex. We examined the results for the different normalizations of the weights of the Complex Graphs. The absolute edge weight produced the best result identifying three of four modules that have been defined in the literature for respiratory complex I.
We applied agglomerative hierarchical clustering to the edges of a Complex Graph to create hypotheses of the assembly pathway. The rationale was that subunits with an extensive interface in the final structure assemble early. We tested our method against two existing methods on a data set of 21 proteins with reported assembly pathways. Our prediction outperformed the other methods and ran in feasible runtimes of a few minutes at most.
We also tested our method on respiratory complex I, the respiratory supercomplex and the respiratory megacomplex. We compared the results for the different normalizations with an assembly pathway of respiratory complex I described in the literature. We transformed the assembly pathways to dendrograms and compared the predictions to the reference using the Robinson-Foulds distance and clustering information distance. We analyzed the landscape of the clustering information distance by generating random dendrograms and showed that our result is far better than expected at random. We showed in a detailed analysis that the assembly prediction using one normalization was able to capture key features of the assembly pathway that has been proposed in the literature.
In conclusion, we presented different applications of graph theory to automatically analyze the topology of protein complexes. Our programs run in feasible runtimes even for large complexes. We showed that graph-theoretic modeling of the protein structure can be used to analyze MD simulation data, identify modules of protein complexes and predict assembly pathways.