IAL Kick-Off Meeting

Name: IAL Kick-Off Meeting
Start: 2024-03-20T14:15:00+01:00
End: 2024-03-20T18:40:00+01:00
Location: No location set

Wednesday 20 Mar 2024, 14:15 → 18:40 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

- 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