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

IAL Kick-Off Meeting

Wednesday, 20 March 2024 - 14:15

Monday, 18 March 2024
Tuesday, 19 March 2024
Wednesday, 20 March 2024
14:15 Introduction - Florian Bernlochner (uni-bonn)
Introduction
- Florian Bernlochner (uni-bonn)
14:15 - 14:25
14:25 High dimensional (SM)EFT fits with large number of free parameters - Philip Bechtle (uni-bonn)
High dimensional (SM)EFT fits with large number of free parameters
- Philip Bechtle (uni-bonn)
14:25 - 14:45
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)
14:45 How to determine or even define "intrinsic" systematic uncertainties of Neural Network based classifiers - Timo Saala
How to determine or even define "intrinsic" systematic uncertainties of Neural Network based classifiers
- Timo Saala
14:45 - 15:05
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
15:05 "TH-EXP-synergies: how to efficiently scan SMEFT-couplings in high-dimensional spaces" - Lara Nollen
"TH-EXP-synergies: how to efficiently scan SMEFT-couplings in high-dimensional spaces"
- Lara Nollen
15:05 - 15:25
EFT strategies and synergies in global fits
15:25 Numerical methods for sampling of high-dimensional phase spaces - Cornelius Grunwald
Numerical methods for sampling of high-dimensional phase spaces
- Cornelius Grunwald
15:25 - 15:45
15:45 Coffee Break
Coffee Break
15:45 - 16:00
16:00 Normalizing flows for lattice field theories - Kim Nicoli (TRA Matter, HISKP, Bethe Center for Theorethical Physics)
Normalizing flows for lattice field theories
- Kim Nicoli (TRA Matter, HISKP, Bethe Center for Theorethical Physics)
16:00 - 16:20
16:20 Reconstruction of primary and secondary vertices with machine learning techniques. Exploring the reconstruction of long-lived particles. - Vadim Kostyukhin
Reconstruction of primary and secondary vertices with machine learning techniques. Exploring the reconstruction of long-lived particles.
- Vadim Kostyukhin
16:20 - 16:40
16:40 Higgs Tagging and Tau Identification with Computer Vision - Tatjana Lenz (uni-bonn)
Higgs Tagging and Tau Identification with Computer Vision
- Tatjana Lenz (uni-bonn)
16:40 - 17:00
17:00 Challenges in LFT - Oliver Witzel
Challenges in LFT
- Oliver Witzel
17:00 - 17:20
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
17:20 ML approaches to MC phase-space sampling - Wolfgang Kilian
ML approaches to MC phase-space sampling
- Wolfgang Kilian
17:20 - 17:40
17:40 Performance-portability and task parallelism for lattice field theory - Bartosz Kostrzewa
Performance-portability and task parallelism for lattice field theory
- Bartosz Kostrzewa
17:40 - 18:00
18:00 ML & experimental particle physics - Johannes Albrecht
ML & experimental particle physics
- Johannes Albrecht
18:00 - 18:20
18:20 Critical Slowing - Stefan Krieg (JSC, Forschungszentrum Jülich & HISKP, Bonn University)
Critical Slowing
- Stefan Krieg (JSC, Forschungszentrum Jülich & HISKP, Bonn University)
18:20 - 18:40
NSL: Nanosystem Simulation Library (NSL) implements statistical simulations for systems on the nanoscale. - Stefan Krieg Luu
NSL: Nanosystem Simulation Library (NSL) implements statistical simulations for systems on the nanoscale.
- Stefan Krieg
- Luu
18:20 - 18:40