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Institut
- Physik (201) (entfernen)
In this proceeding we review our recent work using supervised learning with a deep convolutional neural network (CNN) to identify the QCD equation of state (EoS) employed in hydrodynamic modeling of heavy-ion collisions given only final-state particle spectra ρ(pT, Ф). We showed that there is a traceable encoder of the dynamical information from phase structure (EoS) that survives the evolution and exists in the final snapshot, which enables the trained CNN to act as an effective “EoS-meter” in detecting the nature of the QCD transition.
We have built quasi-equilibrium models for uniformly rotating quark stars in general relativity. The conformal flatness approximation is employed and the Compact Object CALculator (cocal) code is extended to treat rotating stars with surface density discontinuity. In addition to the widely used MIT bag model, we have considered a strangeon star equation of state (EoS), suggested by Lai and Xu, that is based on quark clustering and results in a stiff EoS. We have investigated the maximum mass of uniformly rotating axisymmetric quark stars. We have also built triaxially deformed solutions for extremely fast rotating quark stars and studied the possible gravitational wave emission from such configurations.
Hemispherical and cylindrical antenna arrays are widely used in radar-based and tomography-based microwave breast imaging systems. Based on the dielectric contrast between healthy and malignant tissue, a three-dimensional image could be formed to locate the tumor. However, conventional X-ray mammography as the golden standard in breast cancer screening produces two-dimensional breast images so that a comparison between the 3D microwave image and the 2D mammogram could be difficult. In this paper, we present the design and realisation of a UWB breast imaging prototype for the frequency band from 1 to 9 GHz. We present a refined system design in light of the clinical usage by means of a planar scanning and compare microwave images with those obtained by X-ray mammography. Microwave transmission measurements were processed to create a two-dimensional image of the breast that can be compared directly with a two-dimensional mammogram. Preliminary results from a patient study are presented and discussed showing the ability of the proposed system to locate the tumor.
The masses of the low lying charmonium states, namely, the J/Ψ, Ψ(3686), and Ψ(3770) are shifted downwards due to the second order Stark effect. In p¯+Au collisions at 6–10 GeV we study their in-medium propagation. The time evolution of the spectral functions of these charmonium states is studied with a Boltzmann–Uehling–Uhlenbeck (BUU) type transport model. We show that their in-medium mass shift can be observed in the dilepton spectrum. Therefore, by observing the dileptonic decay channel of these low lying charmonium states, especially for Ψ(3686), we can gain information about the magnitude of the gluon condensate in nuclear matter. This measurement could be performed at the upcoming PANDA experiment at FAIR.
The aim of this paper is to understand resonance production (and more generally particle production) for different collision systems, namely proton-proton (pp), proton-nucleus (pA), and nucleus-nucleus (AA) scattering at the LHC. We will investigate in particular particle yields and ratios versus multiplicity, using the same multiplicity definition for the three different systems, in order to analyse in a compact way the evolution of particle production with the system size and the origin of a very different system size dependence of the different particles.
Complex I couples the free energy released from quinone (Q) reduction to pump protons across the biological membrane in the respiratory chains of mitochondria and many bacteria. The Q reduction site is separated by a large distance from the proton-pumping membrane domain. To address the molecular mechanism of this long-range proton-electron coupling, we perform here full atomistic molecular dynamics simulations, free energy calculations, and continuum electrostatics calculations on complex I from Thermus thermophilus. We show that the dynamics of Q is redox-state-dependent, and that quinol, QH2, moves out of its reduction site and into a site in the Q tunnel that is occupied by a Q analog in a crystal structure of Yarrowia lipolytica. We also identify a second Q-binding site near the opening of the Q tunnel in the membrane domain, where the Q headgroup forms strong interactions with a cluster of aromatic and charged residues, while the Q tail resides in the lipid membrane. We estimate the effective diffusion coefficient of Q in the tunnel, and in turn the characteristic time for Q to reach the active site and for QH2 to escape to the membrane. Our simulations show that Q moves along the Q tunnel in a redox-state-dependent manner, with distinct binding sites formed by conserved residue clusters. The motion of Q to these binding sites is proposed to be coupled to the proton-pumping machinery in complex I.
Das Standardmodell der Elementarteilchenphysik beschreibt nach aktuellem Kenntnisstand die Entstehung, den Aufbau und das Verhalten der Materie in unserem Universum am erfolgreichsten. Dennoch gibt es einige Phänomene, die sich nicht in dessen Rahmen beschreiben lassen, wie z. B. die Existenz von dunkler Materie und Energie, nicht-verschwindende Neutrinomassen oder die Baryonenasymmetrie. Speziell im Hinblick auf die starke Wechselwirkung, welche im Standardmodell durch die Quantenchromodynamik (QCD) beschrieben wird, gibt es noch immer viele offene Fragen.
Eine Umgebung, in der man die QCD experimentell ergründen kann, bieten vor allem Schwerionenkollisionen, die insbesondere am Large Hadron Collider (LHC) oder am Relativistic Heavy Ion Collider (RHIC) durchgeführt werden.
In dieser Arbeit soll ein Beitrag von theoretischer Seite aus hinsichtlich eines besseren Verständnisses dieser Schwerionenkollisionen und der zugrundeliegenden QCD erbracht werden. Der Fokus liegt dabei auf dem Isotropisierungsprozess unmittelbar nach der Kollision der beiden Kerne.
Neben etlichen effektiven Theorien, die sehr gute Ergebnisse in den entsprechenden Grenzbereichen liefern, ist die Beschreibung der QCD im Rahmen der Gittereichtheorie (Gitter-QCD) die am meisten etablierte. Diese beinhaltet in den meisten Fällen einen Übergang zur euklidischen Raumzeit, da somit ein Auswerten der hochdimensionalen Pfadintegrale mithilfe von Monte-Carlo-Simulation basierend auf dem sogenannten Importance Sampling ermöglicht wird. Aufgrund der Komplexwertigkeit der euklidischen Zeitkomponente ist man jedoch an das Studieren von statischen Observablen gebunden. Da wir aber gerade an einer Zeitentwicklung des Systems interessiert sind, sehen wir von dem Übergang zur euklidischen Raumzeit ab, was den Namen “real-time” im Titel der Arbeit erklärt.
Wir folgen dem sogenannten Hamilton-Ansatz und leiten damit Feldgleichungen in Form von partiellen Differentialgleichungen her, die wir dann mit den Methoden der Gitter-QCD numerisch lösen. Dabei bedienen wir uns der effektive Theorie des Farb-Glas-Kondensats (CGC, aus dem Englischen: “Color Glass Condensate”), um geeignete Anfangsbedingungen zu erhalten. Genauer gesagt basieren unsere Gitter-Anfangsbedingungen auf dem McLerran-Venugopalan-Modell (MV-Modell), das eine klassische Approximation in niedrigster Ordnung darstellt und nur Beiträge rein gluonischer Felder berücksichtigt.
Die klassische Näherung sowie das Vernachlässigen der fermionischen Felder wird insbesondere mit den hohen Besetzungszahlen der Feldmoden begründet. Einerseits dominieren Infrarot-Effekte, welche klassischer Natur sind, und andererseits ist dadurch der Einfluss der Fermionen, die dem Pauli-Prinzip gehorchen, unterdrückt. Gerade bei letzterer Aussage fehlt es jedoch an numerischen Belegen. Wir erweitern daher die klassische MV-Beschreibung durch stochastische Gitter-Fermionen, um diesem Punkt nachzugehen. Da sich Fermionen nicht klassisch beschreiben lassen, spricht man hierbei oft von einem semi-klassischen Ansatz.
Eines der Hauptziele dieser Arbeit liegt darin, den Isotropisierungsprozess, der bislang noch viele Fragen aufwirft, aber unter anderem Voraussetzung für das Anwenden von hydrodynamischen Modellen ist, zu studieren. Wir legen dabei einen besonderen Fokus auf die systematische Untersuchung der verschiedenen Parameter, die durch die CGC-Anfangsbedingungen in unsere Beschreibung einfließen, und deren Auswirkungen auf etwa die Gesamtenergiedichte des Systems oder die zugehörigen Isotropisierungszeiten. Währenddessen überprüfen wir zudem den Einfluss von unphysikalischen Gitter-Artefakten und präsentieren eine eichinvariante Methode zur Analyse der Güte unserer klassischen Näherung. Die Zeitentwicklung des Systems betrachten wir dabei sowohl in einer statischen Box als auch in einem expandierenden Medium, wobei Letzteres durch sogenannte comoving Koordinaten beschrieben wird. Zudem liefern wir einen Vergleich von der realistischen SU(3)-Eichgruppe und der rechentechnisch ökonomischeren SU(2)-Eichgruppe.
Mit unseren numerischen Ergebnissen zeigen wir, dass das System hochempfindlich auf die verschiedenen Modellparameter reagiert, was das Treffen quantitativer Aussagen in dieser Formulierung deutlich erschwert, insbesondere da einige dieser Parameter rein technischer Natur sind und somit keine zugehörigen physikalisch motivierten Größen, die den Definitionsbereich einschränken könnten, vorhanden sind. Es ist jedoch möglich, die Anzahl der freien Parameter zu reduzieren, indem man ihren Einfluss auf die Gesamtenergie des Systems analysiert und sich diesen zunutze macht. Dadurch gelingt es uns mithilfe von Konturdiagrammen einige Abhängigkeiten zu definieren und somit die Unbestimmtheit des Systems einzuschränken. Des Weiteren finden wir dynamisch generierte Filamentierungen in der Ortsdarstellung der Energiedichte, die ein starkes Indiz für die Präsenz von sogenannten chromo-Weibel-Instabilitäten sind. Unsere Studie des fermionischen Einflusses auf den Isotropisierungsprozess des CGC-Systems weist auf, dass dieser bei kleiner Kopplung vernachlässigbar ist. Bei hinreichend großen Werten für die Kopplungskonstante sehen wir allerdings einen starken Effekt hinsichtlich der Isotropisierungszeiten, was ein bemerkenswertes Resultat ist.
With the discovery of light beyond human visibility, scientists strove to extend the range of observation to invisible parts of the light’s spectrum. Realising that light of all frequencies is part the same physical phenomenon, brought a leap in understanding about electromagnetic waves. With the development of more advanced technology, detectors with higher sensitivity for adjacent frequencies to the visible were built. From this, with each new observable wavelength, more insight into otherwise invisible processes and phenomenons were observed. Hand in hand with this went the enhancement of the output power of corresponding sources. This has lead to higher sensitivity setups throughout the spectrum, leading to observations which have given a deeper understanding in various fields of science. Nowadays, detectors and emitters in many different regions of the invisible electro magnetic spectrum have found their way in our every day life. Innovations in technology has lead to practical applications such as X-rays in medicine, motion sensors and remote controls using infrared light, distance sensors and data transmission using radar and radio devices. The frequency regions above infrared are optically generated and below radar can be produced using electric methods. There is no straight line that separates these frequencies. There rather is a whole intermediate region known as the terahertz (THz) regime. Due to the lack of sensitive detectors and efficient sources, the THz frequency region has not been exploited for application use on a widespread basis so far. It combines properties from the surrounding frequency ranges which make it an ideal spectrum for various applications. Consequently, THz radiation and THz imaging are active fields of research.
The work presented in this thesis consists of the development and testing of novel THz imaging concepts, which uses a THz antenna coupled field effect transistor (TeraFET) detector. Two detection principles are applied using two different optical setups. The first uses a pulsed optical parametric oscillator (OPO) THz source where the optical output power is detected. The source relies on a nonlinear effect of a lithium niobate crystal to generate tunable THz pulses from a Q-switched pump laser. The THz signal is detected and amplified by a double stage operational amplifier for monitoring the real time 20 ns pulses on an oscilloscope where a signal to noise ratio (SNR) of ⇠ 25 at a frequency range from 0.75 to 1.1 THz is reached. Imaging of the area of interest with a resolution of 1.2 mm is achieved through raster scanning of the THz pulses. Also spectroscopy with a frequency resolution of ⇠ 50 GHz is demonstrated using a para-aminobenzoic acid sample. The second setup utilises two synchronised electronic multiplier chain sources where their output is mixed on the detector. To form a heterodyne detection setup, the intermediate frequency is fed to a lock-in amplifier which then amplifies the so called beat signal from the TeraFET detector. One source is fixed relative to the detector even through scanning to ensure a stable signal. This detection method allows for amplitude and phase detection for every scanning position, making numerical light field propagation and object reconstruction possible. Numerical focussing is a key feature achieving a lateral resolution of the input transmittance of ⇡ 2 mm.
After the introduction, the second chapter describes the setup, measurement results and challenges which arise using a TeraFET together with the pulsed THz source “Firefly-THz”. In the description of the setup, special attention is given to the shielding of the detector and the electronics. General findings discuss first the overall performance and later spectroscopy and imaging as application examples. Another subsection continues with potential noise sources before the chapter is concluded. Chapter three expands on the topic of Fourier optics from a theoretical point of view. First, parts of the theory of the Fourier Transform (FT) are set out for the reader and how the Fast Fourier Transform (FFT) results from the Discrete Fourier Transform (DFT). This approach is used for theoretical considerations and the implementation of a Fourier optic script that allows for numerical investigations on electro magnetic field propagation through an optical system. The boundary conditions are chosen to be practical relevant to make predictions on measurements presented in chapter four. The following fourth chapter describes the realisation of a heterodyne THz detection setup. Before the measurement results are presented, the setup and its electric configuration are shown. The results come close to the analytical predictions so that the same algorithm which propagates the field from an object to the Fourier plane is used to propagate the measured field back to the object. The influence of phase noise on the measurement results are discussed before simulation and measurement is compared. The last chapter in this thesis concludes on the findings in the pulsed THz detection and the heterodyne THz Fourier imaging and gives an outlook for both configurations.
The statistical model with exact conservation of baryon number, electric charge, and strangeness – the Canonical Statistical Model (CSM) – is used to analyze the dependence of yields of light nuclei at midrapidity on charged pion multiplicity at the LHC. The CSM calculations are performed assuming baryon-symmetric matter, using the recently developed Thermal-FIST package. The light nuclei-to-proton yield ratios show a monotonic increase with charged pion multiplicity, with a saturation at the corresponding grand-canonical values in the high-multiplicity limit, in good qualitative agreement with the experimental data measured by the ALICE collaboration in pp and Pb–Pb collisions at different centralities and energies. Comparison with experimental data at low multiplicities shows that exact conservation of charges across more than one unit of rapidity and/or a chemical freeze-out temperature which decreases with the charged pion multiplicity improves agreement with the data.