A Statistical Framework for the Characterisation of WIMP Dark Matter with the LUX-ZEPLIN Experiment
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Galaxy Formation Simulations: "Sub-Grid" Vs. Physics
GalaxyGalaxy formationformation simulations:simulations: "sub-grid""sub-grid" vs.vs. physicsphysics DeboraDebora SijackiSijacki IoAIoA && KICCKICC CambridgeCambridge Cosmic Mergers Workshop Birmingham Sept 22th 2017 Cosmological simulations of galaxy and structure formation 2 Provide ab initio physical understanding on all scales Standard (and less standard) ingredients: ► “simple” ΛCDM assumption (WDM, SIDM,…, evolving w,…, coupled DM+DE models,…) ► Newtonian gravity (dark matter and baryons) (relativistic corrections, modified gravity models,...) ► Ideal gas hydrodynamics + collisionless dynamics of stars (conduction, viscosity, MHD,…, stellar collisions, stellar hydro) ► Gas radiative cooling/heating, star & BH formation and feedback (non equlibrium low T cooling, dust, turbulence, GMCs,…) ► Reionization in form of an uniform UV background (simple accounting for the local sources,…, full RT on the fly) Pure dark matter simulations in ΛCDM cosmology 3 Millennium XXL 40 yrs! See also: Horizon Run 3 (Kim 2011) MultiDark (Prada 2012) DEUS (Alimi et al. 2012) Watson et al. 2013 The importance of baryons 4 Baryons are directly observable and they affect the underlying dark matter distribution (contraction/expansion/shape/bias, WL,...) => profound implications for cosmology SDSS, BOSS, eBOSS Hubble UDF composite DES WL The importance of baryons 5 Vast range of spatial scales involved and very complex, non-linear physics → SUB-GRID models (“free parameters” constrained by obs) Cosmic web Galaxies 109 pc 103 pc GMCs 10-100 pc Massive stars SNae SMBHs -8 -6 0.1 pc 10 - 10 pc < 10-6 pc Current state-of-the-art in cosmological hydro simulations 6 The Eagle Project (Schaye et al. 2015) The Horizon AGN project (Dubois et al. 14) Magneticum (Dolag et al. -
The Illustris Simulation: the Evolving Population of Black Holes Across Cosmic Time
MNRAS 452, 575–596 (2015) doi:10.1093/mnras/stv1340 The Illustris simulation: the evolving population of black holes across cosmic time Debora Sijacki,1‹ Mark Vogelsberger,2 Shy Genel,3,4† Volker Springel,5,6 Paul Torrey,2,3,7 Gregory F. Snyder,8 Dylan Nelson3 and Lars Hernquist3 1Institute of Astronomy and Kavli Institute for Cosmology, University of Cambridge, Madingley Road, Cambridge CB3 0HA, UK 2Department of Physics, Kavli Institute for Astrophysics and Space Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA 3Harvard-Smithsonian Center for Astrophysics, 60 Garden Street, Cambridge, MA 02138, USA 4Department of Astronomy, Columbia University, 550 West 120th Street, New York, NY 10027, USA 5Heidelberg Institute for Theoretical Studies, Schloss-Wolfsbrunnenweg 35, D-69118 Heidelberg, Germany 6Zentrum fur¨ Astronomie der Universitat¨ Heidelberg, ARI, Monchhofstr.¨ 12-14, D-69120 Heidelberg, Germany Downloaded from 7Caltech, TAPIR, Mailcode 350-17, California Institute of Technology, Pasadena, CA 91125, USA 8Space Telescope Science Institute, 3700 San Martin Dr, Baltimore, MD 21218, USA Accepted 2015 June 12. Received 2015 June 12; in original form 2014 August 28 http://mnras.oxfordjournals.org/ ABSTRACT We study the properties of black holes and their host galaxies across cosmic time in the Illustris simulation. Illustris is a large-scale cosmological hydrodynamical simulation which resolves a (106.5 Mpc)3 volume with more than 12 billion resolution elements and includes state-of-the-art physical models relevant for galaxy formation. We find that the black hole mass density for redshifts z = 0–5 and the black hole mass function at z = 0 predicted by Illustris are in very good agreement with the most recent observational constraints. -
Astrophysical Uncertainties of Direct Dark Matter Searches
Technische Universit¨atM¨unchen Astrophysical uncertainties of direct dark matter searches Dissertation by Andreas G¨unter Rappelt Physik Department, T30d & Collaborative Research Center SFB 1258 “Neutrinos and Dark Matter in Astro- and Particlephysics” Technische Universit¨atM¨unchen Physik Department T30d Astrophysical uncertainties of direct dark matter searches Andreas G¨unter Rappelt Vollst¨andigerAbdruck der von der Fakult¨atf¨urPhysik der Technischen Universit¨at M¨unchen zur Erlangung des akademischen Grades eines Doktors der Naturwissenschaften genehmigten Dissertation. Vorsitzender: Prof. Dr. Lothar Oberauer Pr¨uferder Dissertation: 1. Prof. Dr. Alejandro Ibarra 2. Prof. Dr. Bj¨ornGarbrecht Die Dissertation wurde am 12.11.2019 bei der Technischen Universit¨at M¨unchen eingereicht und durch die Fakult¨atf¨urPhysik am 24.01.2020 angenommen. Abstract Although the first hints towards dark matter were discovered almost 100 years ago, little is known today about its properties. Also, dark matter has so far only been inferred through astronomical and cosmological observations. In this work, we therefore investi- gate the influence of astrophysical assumptions on the interpretation of direct searches for dark matter. For this, we assume that dark matter is a weakly interacting massive particle. First, we discuss the development of a new analysis method for direct dark matter searches. Starting from the decomposition of the dark matter velocity distribu- tion into streams, we present a method that is completely independent of astrophysical assumptions. We extend this by using an effective theory for the interaction of dark matter with nucleons. This allows to analyze experiments with minimal assumptions on the particle physics of dark matter. Finally, we improve our method so that arbitrarily strong deviations from a reference velocity distribution can be considered. -
Book of Abstracts Ii Contents
DMSS: A Dark Matter Summer School Monday, 16 July 2018 - Friday, 20 July 2018 Other Institute Book of Abstracts ii Contents Introduction to Dark Matter .................................. 1 Supersymmetry ......................................... 1 Large Scale Structure Formation ................................ 1 Roundtable Discussions ..................................... 1 Dark Matter in the Milky Way ................................. 1 Neutrinos ............................................ 1 Direct Detection of Dark Matter ................................ 1 Roundtable Discussions ..................................... 1 Indirect Dark Matter Searches ................................. 2 Statistical Methods used in Dark Matter ............................ 2 Axions .............................................. 2 Cosmic Microwave Background ................................ 2 Non-SUSY Dark Matter ..................................... 2 Roundtable Discussions ..................................... 2 Dark Matter at the LHC ..................................... 2 Dark Energy ........................................... 2 Roundtable Discussions ..................................... 3 Roundtable Discussions ..................................... 3 Dark Matter search activity at the University of Montreal .................. 3 Extra Dimensions in High-Mass Diphoton Spectrum at 13 TeV ............... 3 The XENONnT Time Projection Chamber .......................... 4 Calibration of the XENON1T experiment at low energies using a Kr83m source . 4 Gravitational-wave -
LUX Detector
LUX results and LZ sensitivity to dark matter WIMPs Vitaly A. Kudryavtsev University of Sheffield for the LUX and LZ Collaborations Outline n Dark matter direct detection with two-phase noble element instruments. n LUX detector. n LUX results: o WIMPs – spin-independent interactions; o WIMPs – spin-dependent interactions; o Axions and axion-like particles (ALPs). o Modulation search. n LZ detector. n Backgrounds n Sensitivity to WIMPs. n Conclusions. ICNFP2018, 6 July 2018 Vitaly Kudryavtsev 2 Principle of WIMP detection in LXe TPC n Liquid xenon time projection chamber – LXe TPC. n S1 – primary scintillation. n S2 –secondary scintillation, proportional to ionisation. n Position reconstruction based on the light pattern in the PMTs and delay between S2 and S1. ICNFP2018, 6 July 2018 Vitaly Kudryavtsev 3 Advantages of LXe n Good scintillator. n Two-phase -> TPC with good position resolution. n Self-shielding. n Good discrimination between electron recoils (ERs) and nuclear recoils (NRs). n High atomic mass: spin-independent cross- section ∝ A2 n Presence of even-odd isotopes (odd number of neutrons) for spin-dependent studies. n Other physics: o Axion search, o Neutrinoless double-beta decay. LZ Collaboration, LZ TDR, 1703.09144v1 [physics.ins-det] ICNFP2018, 6 July 2018 Vitaly Kudryavtsev 4 LUX Collaboration ² Brown University ² University at Albany, SUNY ² Imperial College London ² University College London ² LIP Coimbra, Portugal ² University of California, Berkeley ² Lawrence Berkley National Laboratory ² University of California, Davis -
Jhep07(2020)081
Published for SISSA by Springer Received: February 10, 2020 Revised: May 28, 2020 Accepted: June 9, 2020 Published: July 13, 2020 Impact of uncertainties in the halo velocity profile on JHEP07(2020)081 direct detection of sub-GeV dark matter Andrzej Hryczuk,a Ekaterina Karukes,b Leszek Roszkowskib;a and Matthew Taliab aNational Centre for Nuclear Research, Pasteura 7, Warsaw 02-093, Poland bAstroCeNT, Nicolaus Copernicus Astronomical Center Polish Academy of Sciences, ul. Rektorska 4, Warsaw 00-614, Poland E-mail: [email protected], [email protected], [email protected], [email protected] Abstract: We use the state-of-the-art high-resolution cosmological simulations by Illus- trisTNG to derive the velocity distribution and local density of dark matter in galaxies like our Milky Way and find a substantial spread in both quantities. Next we use our find- ings to examine the sensitivity to the dark matter velocity profile of underground searches using electron scattering in germanium and silicon targets. We find that sub-GeV dark matter search is strongly affected by these uncertainties, unlike nuclear recoil searches for heavier dark matter, especially in multiple electron-hole modes, for which the sensitivity to the scattering cross-section is also weaker. Therefore, by improving the sensitivity to lower ionization thresholds not only projected sensitivities will be boosted but also the dependence on the astrophysical uncertainties will become significantly reduced. Keywords: Cosmology of Theories beyond the SM, Beyond Standard Model ArXiv ePrint: 2001.09156 Open Access, c The Authors. https://doi.org/10.1007/JHEP07(2020)081 Article funded by SCOAP3. -
Dark Matter Vienna University of Technology V2.1
Dark Matter Vienna University of Technology V2.1 Jochen Schieck and Holger Kluck Institut f¨urHochenergiephysik Nikolsdorfer Gasse 18 1050 Wien Atominstitut derTechnischen Universit¨atWien Stadionallee 2 1020 Wien Wintersemester 2017/18 18.12.2017 2 Contents 1 Introduction 7 1.1 What is "Dark Matter" . .7 1.1.1 Dark . .7 1.1.2 Matter . .7 1.1.3 Cosmology . .7 1.1.4 Massive particles as origin of "Dark Matter" . .7 1.1.5 "Dark Matter" as contribution to the energy density of the universe in Cosmology . .7 1.2 First Indication of observing "Dark Matter" . 13 1.3 Brief Introduction to Cosmology . 15 1.3.1 Special Relativity . 16 1.3.2 Differential geometry . 16 1.3.3 General Relativity . 16 1.3.4 Cosmology . 17 1.3.5 Decoupling of matter and radiation . 18 1.4 The Standard Model of Particle Physics . 19 1.4.1 The matter content of the Standard Model . 19 1.4.2 Forces within the Standard Model . 19 1.4.3 Shortcoming of the Standard Model . 20 1.4.4 Microscopic Behaviour of Gravity . 21 2 Evidence 23 2.1 Dynamics of Galaxies . 23 2.2 Gravitational Lensing . 24 2.2.1 Bullet Cluster . 31 2.3 Cosmic Microwave Background . 33 2.4 Primordial Nucleosynthesis (Big Bang Nucleosynthesis - BBN) . 35 3 Structure Evolution 39 3.1 Structure Formation . 39 3.1.1 The Classic Picture . 39 3.1.2 Structure Formation and Cosmology . 41 3.2 Model of the Dark Matter Halo in our Galaxy . 45 3 4 Unsolved Questions and Open Issues 49 4.1 Core-Cusp Problem . -
Dark Energy Survey Year 3 Results: Multi-Probe Modeling Strategy and Validation
DES-2020-0554 FERMILAB-PUB-21-240-AE Dark Energy Survey Year 3 Results: Multi-Probe Modeling Strategy and Validation E. Krause,1, ∗ X. Fang,1 S. Pandey,2 L. F. Secco,2, 3 O. Alves,4, 5, 6 H. Huang,7 J. Blazek,8, 9 J. Prat,10, 3 J. Zuntz,11 T. F. Eifler,1 N. MacCrann,12 J. DeRose,13 M. Crocce,14, 15 A. Porredon,16, 17 B. Jain,2 M. A. Troxel,18 S. Dodelson,19, 20 D. Huterer,4 A. R. Liddle,11, 21, 22 C. D. Leonard,23 A. Amon,24 A. Chen,4 J. Elvin-Poole,16, 17 A. Fert´e,25 J. Muir,24 Y. Park,26 S. Samuroff,19 A. Brandao-Souza,27, 6 N. Weaverdyck,4 G. Zacharegkas,3 R. Rosenfeld,28, 6 A. Campos,19 P. Chintalapati,29 A. Choi,16 E. Di Valentino,30 C. Doux,2 K. Herner,29 P. Lemos,31, 32 J. Mena-Fern´andez,33 Y. Omori,10, 3, 24 M. Paterno,29 M. Rodriguez-Monroy,33 P. Rogozenski,7 R. P. Rollins,30 A. Troja,28, 6 I. Tutusaus,14, 15 R. H. Wechsler,34, 24, 35 T. M. C. Abbott,36 M. Aguena,6 S. Allam,29 F. Andrade-Oliveira,5, 6 J. Annis,29 D. Bacon,37 E. Baxter,38 K. Bechtol,39 G. M. Bernstein,2 D. Brooks,31 E. Buckley-Geer,10, 29 D. L. Burke,24, 35 A. Carnero Rosell,40, 6, 41 M. Carrasco Kind,42, 43 J. Carretero,44 F. J. Castander,14, 15 R. -
TECHNICAL ASPECTS of ILLUSTRIS- a COSMOLOGICAL SIMULATION Dr Sheshappa SN1, Megha S Kencha Reddy2 , N Chandana3
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 05 | May 2020 www.irjet.net p-ISSN: 2395-0072 TECHNICAL ASPECTS OF ILLUSTRIS- A COSMOLOGICAL SIMULATION Dr Sheshappa SN1, Megha S Kencha Reddy2 , N Chandana3, Ranjitha N4, Sushma Fouzdar5 1Faculty, Dept. of ISE, Sir MVIT, Karnataka, India, [email protected], 2VIII semester, Dept. of ISE, Sir MVIT ---------------------------------------------------------------------------***--------------------------------------------------------------------------- Abstract - THE BIG QUESTION - Where did we come galaxy formation. Recent simulations follow the from and where are we going?Humans have been trying formation of individual galaxies and galaxy populations to figure out the origin of the known universe since the from well-defined initial conditions and yield realistic beginning of time and Since the early part of the 1900s, galaxy properties. At the core of these simulations are the Big Bang theory is the most accepted explanation and detailed galaxy formation models. Of the many aspects has dominated the discussion of the origin and fate of the these models are capable of, they describe the cooling of universe. And the future of the universe can only be gas, the formation of stars, and the energy and hypothesized based on our knowledge but the question momentum injection caused by supermassive black does not seem to get irrelevant anytime in the near holes and massive stars. Nowadays, simulations also future. With the advancement technology and the model the impact of radiation fields, relativistic particles available research, data and techniques like data mining and magnetic fields, leading to an increasingly complex and machine learning the problems can be visualised description of the galactic ecosystem and the detailed through accurate digital representations and simulations evolution of galaxies in the cosmological context. -
The Next Generation of Hydrodynamical Simulations of Galaxy Formation
HLRS Golden Spike Award 2016 The Next Generation of Hydrodynamical Simulations of Galaxy Formation Scientific background galaxies in clusters and the characteristics of Galaxies are comprised of up to several hundred hydrogen on large scales, and at the same time billion stars and display a variety of shapes and matched the metal and hydrogen content of sizes. Their formation involves a complicated galaxies on small scales. Indeed, the virtual uni- blend of astrophysics, including gravitational, verse created by Illustris resembles the real one hydrodynamical and radiative processes, as well so closely that it can be adopted as a powerful as dynamics in the enigmatic „dark sector“ of laboratory to further explore and characterize the Universe, which is composed of dark mat- galaxy formation physics. This is underscored ter and dark energy. Dark matter is thought to by the nearly 100 publications that have been consist of a yet unidentified elementary parti- written using the simulation thus far. cle, making up about 85% of all matter, whereas dark energy opposes gravity and has induced However, the Illustris simulation also showed an accelerated expansion of the Universe in the some tensions between its predictions and recent past. Because the governing equations observations of the real Universe, calling for both, are too complicated to be solved analytically, improvements in the physical model as well as numerical simulations have become a primary in the numerical accuracy and size of the simu- tool in theoretical astrophysics to study cosmic lations used to represent the cosmos. For exam- structure formation. Such calculations connect ple, one important physical ingredient that was the comparatively simple initial state left behind missing are magnetic fields. -
Evaluating the Viability of Low-Energy Multi-Scattered Neutron
Evaluation of Low-Energy Multi-scattered Neutron Calibrations for LUX-ZEPLIN A thesis presented for the degree of Bachelor of Science Anna Zuckerman Advisor: Dr. Richard Gaitskell Department of Physics Brown University April 18, 2021 Abstract Over the past several decades, evidence for the existence of dark matter in the uni- verse has become irrefutable. However, the nature of dark matter remains elusive. A prevailing theory is that dark matter takes the form of a Weakly Interacting Mas- sive Particle (WIMP), which could theoretically be detected through various types of experiments. LUX-ZEPLIN (LZ) is one such experiment which seeks to detect WIMPS through the light and charge produced in their collisions with Xenon nuclei in a large underground detector. In order to understand and interpret the results of the LZ experiment, it is important to calibrate the expected light and charge signals for events which deposited known energies into the detector. Thus, various types of calibrations have been developed in the past. However, calibrating for low energies is made difficult by low photon yields, and past calibration techniques have not fully exploited the additional statistics provided by neutrons which scatter multiple times within the detector. This work develops and compares two methods for calibration of the LZ detector at low energies using multi-scattered neutrons. 2 Acknowledgements I would like to thank my advisor Dr. Richard Gaitskell for his guidance and insight over the course of this project. I will take the skills I have learned in this project with me as I continue my academic career. I am also grateful for the help of Casey Rhyne, whose expertise and patience was invaluable to me in starting this project with no prior experience in the field. -
Determining Properties of LEGA-C Galaxies Through Spectral Star-Formation History Reconstruction
Determining Properties of LEGA-C Galaxies through Spectral Star-formation History Reconstruction Priscilla Chauke Dissertation submitted to the Combined Faculties for the Natural Sciences and for Mathematics of the Ruperto-Carola University of Heidelberg, Germany for the degree of Doctor of Natural Sciences Put forward by Priscilla Chauke Born in Giyani, South Africa Oral Examination: 24 July 2019 Determining Properties of LEGA-C Galaxies through Spectral Star-formation History Reconstruction Referees: Prof. Dr. Arjen van der Wel Prof. Dr. Jochen Heidt Va ka hina “My work amounts to a drop in a limitless ocean. Yet what is any ocean, but a multitude of drops?” -Adapted from David Mitchell, Cloud Atlas Acknowledgements I thank Arjen van der Wel for giving me the opportunity to pursue a PhD at the Max Planck Institut für Astronomy and for being my advisor throughout the years. I thank IMPRS and the DAAD for supporting me financially for the last four years. Lastly, I thank my family and friends for their love, support and encouragement. Abstract Over the past decade, photometric and spectroscopic surveys have enabled us to obtain an integrated view of galaxy evolution. We have measured the cosmic star formation history, and we know that about half of the stars we observe formed before the Universe was half of its current age. However, crucial knowledge of individual galaxy evolution has been limited because the detailed stellar population proper- ties that we know about galaxies, such as ages, metallicities and kinematics, have mostly been obtained from nearby galaxies, which contain mostly old stellar popu- lations.