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IAL Kick-Off Meeting

→ Europe/Berlin
Description

BCTP Seminar room (Wegelerstr. 10 - Seminar Room 2.019 - 53115 Bonn). Directions can be found here: https://www.bctp.uni-bonn.de/information/travel-information

 

Zoom Link
    • 1
      Introduction
      Speaker: Florian Bernlochner (uni-bonn)
      IAL_Inhibitor_Projects.pdf
    • 2
      High dimensional (SM)EFT fits with large number of free parameters

      High dimensional (SM)EFT fits with large number of free parameters. Overarching goal: "No Lose theorem" for future colliders: Which combination of deviations from the SM aty low energies (gmin2, etc) would guarantee a statistically significant distortion of spectrums (or more clear signals) at (a) future collider(s)

      Speaker: Philip Bechtle (uni-bonn)
      PBe_IAL_Meeting_240320.pdf
    • 3
      How to determine or even define "intrinsic" systematic uncertainties of Neural Network based classifiers

      How to determine or even define "intrinsic" systematic uncertainties of Neural Network based classifiers. One approach might be adversarial attacks, which are studied within the AISafety Project of BMBF

      Speaker: Timo Saala
      AISafetyProject.pdf
    • 4
      "TH-EXP-synergies: how to efficiently scan SMEFT-couplings in high-dimensional spaces"

      EFT strategies and synergies in global fits

      Speaker: Lara Nollen
      Nollen_IAL_Kickoff_2024.pdf
    • 5
      Numerical methods for sampling of high-dimensional phase spaces
      Speaker: Cornelius Grunwald
      Grunwald_BAT-IAL.pdf
    • 6
      Coffee Break
    • 7
      Normalizing flows for lattice field theories
      Speaker: Kim Nicoli (TRA Matter, HISKP, Bethe Center for Theorethical Physics)
      Neulat_Kickoff_IAL.pdf
    • 8
      Reconstruction of primary and secondary vertices with machine learning techniques. Exploring the reconstruction of long-lived particles.
      Speaker: Vadim Kostyukhin
      Kostyukhin_IAL_VertexFinding.pdf
    • 9
      Higgs Tagging and Tau Identification with Computer Vision
      Speaker: Tatjana Lenz (uni-bonn)
      ML-Workshop-Bonn.pdf
    • 10
      Challenges in LFT

      Challenges in LFT: increase of computational power over network (communication avoiding algorithms, data compression); ergodicity for larger and finer QCD simulations; overcoming bulk lattice phases in BSM stimulations of very strong couplings

      Speaker: Oliver Witzel
      LFTchallenges-IAL.pdf
    • 11
      ML approaches to MC phase-space sampling
      Speaker: Wolfgang Kilian
      kilian-ial-24.pdf
    • 12
      Performance-portability and task parallelism for lattice field theory
      Speaker: Bartosz Kostrzewa
      Kostrzewa_IAL_Kickoff_2024_03_20_handout.pdf
      Kostrzewa_IAL_Kickoff_2024_03_20_presentation.pdf
    • 13
      ML & experimental particle physics
      Speaker: Johannes Albrecht
      albrecht-IAL-Kickoff-2024-03.pdf
    • 14
      Critical Slowing
      Speaker: Stefan Krieg (JSC, Forschungszentrum Jülich & HISKP, Bonn University)
      critical-slowing-down.pdf
    • 15
      NSL: Nanosystem Simulation Library (NSL) implements statistical simulations for systems on the nanoscale.
      Speakers: Luu, Stefan Krieg
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