Publications associated to this Organization :

2023

• Generative networks for precision enthusiasts
  by Anja Butter, Theo Heimel, Sander Hummerich, Tobias Krebs, Tilman Plehn, Armand Rousselot, Sophia Vent,
  SciPost Phys. 14, 078 (2023)
• Four-quark scatterings in QCD I
  by Wei-jie Fu, Chuang Huang, Jan M. Pawlowski, Yang-yang Tan,
  SciPost Phys. 14, 069 (2023)
• Equal-time approach to real-time dynamics of quantum fields
  by Robert Ott, Torsten V. Zache, Jürgen Berges,
  SciPost Phys. 14, 011 (2023)

2022

• The hitchhiker's guide to 4d $\mathcal{N}=2$ superconformal field theories
  by Mohammad Akhond, Guillermo Arias-Tamargo, Alessandro Mininno, Hao-Yu Sun, Zhengdi Sun, Yifan Wang, Fengjun Xu,
  SciPost Phys. Lect. Notes 64 (2022)
• Ephemeral Learning - Augmenting Triggers with Online-Trained Normalizing Flows
  by Anja Butter, Sascha Diefenbacher, Gregor Kasieczka, Benjamin Nachman, Tilman Plehn, David Shih, Ramon Winterhalder,
  SciPost Phys. 13, 087 (2022)
• How to GAN Higher Jet Resolution
  by Pierre Baldi, Lukas Blecher, Anja Butter, Julian Collado, Jessica N. Howard, Fabian Keilbach, Tilman Plehn, Gregor Kasieczka, Daniel Whiteson,
  SciPost Phys. 13, 064 (2022)
• Self-stabilized Bose polarons
  by Richard Schmidt, Tilman Enss,
  SciPost Phys. 13, 054 (2022)
• Gluon condensates and effective gluon mass
  by Jan Horak, Friederike Ihssen, Joannis Papavassiliou, Jan M. Pawlowski, Axel Weber, Christof Wetterich,
  SciPost Phys. 13, 042 (2022)
• Codebase release 0.1 for jVMC
  by Markus Schmitt, Moritz Reh,
  SciPost Phys. Codebases 2-r0.1 (2022)
• jVMC: Versatile and performant variational Monte Carlo leveraging automated differentiation and GPU acceleration
  by Markus Schmitt, Moritz Reh,
  SciPost Phys. Codebases 2 (2022)
• Understanding Event-Generation Networks via Uncertainties
  by Marco Bellagente, Manuel Haußmann, Michel Luchmann, Tilman Plehn,
  SciPost Phys. 13, 003 (2022)
• Probing the Inflaton Potential with SKA
  by Tanmoy Modak, Tilman Plehn, Lennart Röver, Björn Malte Schäfer,
  SciPost Phys. Core 5, 037 (2022)
• Central exclusive diffractive production of axial-vector $f_{1}$ mesons in proton-proton collisions
  by Piotr Lebiedowicz, Josef Leutgeb, Otto Nachtmann, Anton Rebhan, Antoni Szczurek,
  SciPost Phys. Proc. 8, 121 (2022)
• Momentum transfer dependence of heavy quarkonium electroproduction
  by Michal Krelina, Jan Nemchik,
  SciPost Phys. Proc. 8, 114 (2022)
• Symmetries, safety, and self-supervision
  by Barry M. Dillon, Gregor Kasieczka, Hans Olischlager, Tilman Plehn, Peter Sorrenson, Lorenz Vogel,
  SciPost Phys. 12, 188 (2022)
• Studying mass generation for gluons
  by Gernot Eichmann, Jan M. Pawlowski,
  SciPost Phys. Proc. 6, 018 (2022)
• Effective field theory of fluctuating wall in open systems: from a kink in Josephson junction to general domain wall
  by Keisuke Fujii, Masaru Hongo,
  SciPost Phys. 12, 160 (2022)
• Targeting multi-loop integrals with neural networks
  by Ramon Winterhalder, Vitaly Magerya, Emilio Villa, Stephen P. Jones, Matthias Kerner, Anja Butter, Gudrun Heinrich, Tilman Plehn,
  SciPost Phys. 12, 129 (2022)
• Gravitational wave induced baryon acoustic oscillations
  by Christian Döring, Salvador Centelles Chuliá, Manfred Lindner, Bjoern Malte Schaefer, Matthias Bartelmann,
  SciPost Phys. 12, 114 (2022)
• Relative entropic uncertainty relation for scalar quantum fields
  by Stefan Floerchinger, Tobias Haas, Markus Schröfl,
  SciPost Phys. 12, 089 (2022)
• Spiking neuromorphic chip learns entangled quantum states
  by Stefanie Czischek, Andreas Baumbach, Sebastian Billaudelle, Benjamin Cramer, Lukas Kades, Jan M. Pawlowski, Markus K. Oberthaler, Johannes Schemmel, Mihai A. Petrovici, Thomas Gasenzer, Martin Gärttner,
  SciPost Phys. 12, 039 (2022)
• From models to SMEFT and back?
  by Ilaria Brivio, Sebastian Bruggisser, Emma Geoffray, Wolfgang Kilian, Michael Krämer, Michel Luchmann, Tilman Plehn, Benjamin Summ,
  SciPost Phys. 12, 036 (2022)
• Model-independent determination of the cosmic growth factor
  by Sophia Haude, Shabnam Salehi, Sofía Vidal, Matteo Maturi, Matthias Bartelmann,
  SciPost Astro. 2, 001 (2022)
• Reconstructing the graviton
  by Alfio Bonanno, Tobias Denz, Jan M. Pawlowski, Manuel Reichert,
  SciPost Phys. 12, 001 (2022)

2021

• Better latent spaces for better autoencoders
  by Barry M. Dillon, Tilman Plehn, Christof Sauer, Peter Sorrenson,
  SciPost Phys. 11, 061 (2021)
• Finding self-similar behavior in quantum many-body dynamics via persistent homology
  by Daniel Spitz, Jürgen Berges, Markus Oberthaler, Anna Wienhard,
  SciPost Phys. 11, 060 (2021)
• Kinetic field theory: Non-linear cosmic power spectra in the mean-field approximation
  by Matthias Bartelmann, Johannes Dombrowski, Sara Konrad, Elena Kozlikin, Robert Lilow, Carsten Littek, Christophe Pixius, Felix Fabis,
  SciPost Phys. 10, 153 (2021)
• A final word on FCNC-Baryogenesis from two Higgs doublets
  by Wei-Shu Hou, Tanmoy Modak, Tilman Plehn,
  SciPost Phys. 10, 150 (2021)
• GANplifying event samples
  by Anja Butter, Sascha Diefenbacher, Gregor Kasieczka, Benjamin Nachman, Tilman Plehn,
  SciPost Phys. 10, 139 (2021)
• Measuring QCD Splittings with Invertible Networks
  by Sebastian Bieringer, Anja Butter, Theo Heimel, Stefan Höche, Ullrich Köthe, Tilman Plehn, Stefan T. Radev,
  SciPost Phys. 10, 126 (2021)
• How to GAN Event Unweighting
  by Mathias Backes, Anja Butter, Tilman Plehn, Ramon Winterhalder,
  SciPost Phys. 10, 089 (2021)
• Dark Matter EFT, the Third -- Neutrino WIMPs
  by Ingolf Bischer, Tilman Plehn, Werner Rodejohann,
  SciPost Phys. 10, 039 (2021)
• Phase transitions in the early universe
  by Mark Hindmarsh, Marvin Lüben, Johannes Lumma, Martin Pauly,
  SciPost Phys. Lect. Notes 24 (2021)
• Light dark matter annihilation and scattering in LHC detectors
  by Martin Bauer, Patrick Foldenauer, Peter Reimitz, Tilman Plehn,
  SciPost Phys. 10, 030 (2021)

2020

• Per-object systematics using deep-learned calibration
  by Gregor Kasieczka, Michel Luchmann, Florian Otterpohl, Tilman Plehn,
  SciPost Phys. 9, 089 (2020)
• Invertible networks or partons to detector and back again
  by Marco Bellagente, Anja Butter, Gregor Kasieczka, Tilman Plehn, Armand Rousselot, Ramon Winterhalder, Lynton Ardizzone, Ullrich Köthe,
  SciPost Phys. 9, 074 (2020)
• How to GAN event subtraction
  by Anja Butter, Tilman Plehn, Ramon Winterhalder,
  SciPost Phys. Core 3, 009 (2020)
• Hadronic footprint of GeV-mass dark matter
  by Tilman Plehn, Peter Reimitz, Peter Richardson,
  SciPost Phys. 8, 092 (2020)
• How to GAN away detector effects
  by Marco Bellagente, Anja Butter, Gregor Kasieczka, Tilman Plehn, Ramon Winterhalder,
  SciPost Phys. 8, 070 (2020)
• A conjecture on the minimal size of bound states
  by Ben Freivogel, Thomas Gasenzer, Arthur Hebecker, Sascha Leonhardt,
  SciPost Phys. 8, 058 (2020)
• Multi-scale mining of kinematic distributions with wavelets
  by Ben G. Lillard, Tilman Plehn, Alexis Romero, Tim M. P. Tait,
  SciPost Phys. 8, 043 (2020)
• Strangeness neutrality and QCD thermodynamics
  by Wei-jie Fu, Jan M. Pawlowski, Fabian Rennecke,
  SciPost Phys. Core 2, 002 (2020)
• CapsNets continuing the convolutional quest
  by Sascha Diefenbacher, Hermann Frost, Gregor Kasieczka, Tilman Plehn, Jennifer M. Thompson,
  SciPost Phys. 8, 023 (2020)
• Deep-learning jets with uncertainties and more
  by Sven Bollweg, Manuel Haussmann, Gregor Kasieczka, Michel Luchmann, Tilman Plehn, Jennifer Thompson,
  SciPost Phys. 8, 006 (2020)

2019

• How to GAN LHC events
  by Anja Butter, Tilman Plehn, Ramon Winterhalder,
  SciPost Phys. 7, 075 (2019)
• The Machine Learning landscape of top taggers
  by Gregor Kasieczka, Tilman Plehn, Anja Butter, Kyle Cranmer, Dipsikha Debnath, Barry M. Dillon, Malcolm Fairbairn, Darius A. Faroughy, Wojtek Fedorko, Christophe Gay, Loukas Gouskos, Jernej F. Kamenik, Patrick T. Komiske, Simon Leiss, Alison Lister, Sebastian Macaluso, Eric M. Metodiev, Liam Moore, Ben Nachman, Karl Nordström, Jannicke Pearkes, Huilin Qu, Yannik Rath, Marcel Rieger, David Shih, Jennifer M. Thompson, Sreedevi Varma,
  SciPost Phys. 7, 014 (2019)
• Quark-gluon tagging: Machine learning vs detector
  by Gregor Kasieczka, Nicholas Kiefer, Tilman Plehn, Jennifer M. Thompson,
  SciPost Phys. 6, 069 (2019)
• The Gauge-Higgs legacy of the LHC run II
  by Anke Biekoetter, Tyler Corbett, Tilman Plehn,
  SciPost Phys. 6, 064 (2019)
• Renormalization group consistency and low-energy effective theories
  by Jens Braun, Marc Leonhardt, Jan M. Pawlowski,
  SciPost Phys. 6, 056 (2019)
• QCD or what?
  by Theo Heimel, Gregor Kasieczka, Tilman Plehn, Jennifer M Thompson,
  SciPost Phys. 6, 030 (2019)
• The Global Higgs Picture at 27 TeV
  by Anke Biekoetter, Dorival Gonçalves, Tilman Plehn, Michihisa Takeuchi, Dirk Zerwas,
  SciPost Phys. 6, 024 (2019)
• Tau polarimetry in B meson decays
  by Rodrigo Alonso, Jorge Martin Camalich, Susanne Westhoff,
  SciPost Phys. Proc. 1, 012 (2019)

2018

• Correlation functions of three-dimensional Yang-Mills theory from the FRG
  by Lukas Corell, Anton K. Cyrol, Mario Mitter, Jan M. Pawlowski, Nils Strodthoff,
  SciPost Phys. 5, 066 (2018)
• Reconstructing the gluon
  by Anton K. Cyrol, Jan M. Pawlowski, Alexander Rothkopf, Nicolas Wink,
  SciPost Phys. 5, 065 (2018)
• Reweighting Lefschetz Thimbles
  by Stefan Bluecher, Jan M. Pawlowski, Manuel Scherzer, Mike Schlosser, Ion-Olimpiu Stamatescu, Sebastian Syrkowski, Felix P. G. Ziegler,
  SciPost Phys. 5, 044 (2018)
• Dark matter in anomaly-free gauge extensions
  by Martin Bauer, Sascha Diefenbacher, Tilman Plehn, Michael Russell, Daniel A. Camargo,
  SciPost Phys. 5, 036 (2018)
• Actual Physics behind Mono-X
  by Elias Bernreuther, Jan Horak, Tilman Plehn, Anja Butter,
  SciPost Phys. 5, 034 (2018)
• Effective universality in quantum gravity
  by Astrid Eichhorn, Peter Labus, Jan M. Pawlowski, Manuel Reichert,
  SciPost Phys. 5, 031 (2018)
• Deep-learned Top Tagging with a Lorentz Layer
  by Anja Butter, Gregor Kasieczka, Tilman Plehn, Michael Russell,
  SciPost Phys. 5, 028 (2018)
• Tagging Jets in Invisible Higgs Searches
  by Anke Biekoetter, Fabian Keilbach, Rhea Moutafis, Tilman Plehn, Jennifer M. Thompson,
  SciPost Phys. 4, 035 (2018)
• Quantum quench dynamics of the attractive one-dimensional Bose gas via the coordinate Bethe ansatz
  by Jan C. Zill, Tod M. Wright, Karen V. Kheruntsyan, Thomas Gasenzer, Matthew J. Davis,
  SciPost Phys. 4, 011 (2018)

2017

2016