|
12:10
|
--- Lunch ---
|
|
13:50
|
Detector Simulation
-
Timo Janssen
(until 15:30)
(Salle Séminaires)
|
|
13:50
|
A Library for ML-based Fast Calorimeter Shower Simulation at Future Collider Experiments and Beyond
-
Peter McKeown
(CERN)
|
|
14:10
|
Towards Detector Agnostic Fast Calorimetry Simulation
-
Piyush Raikwar
(CERN)
|
|
14:30
|
CaloClouds III: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation
-
Anatolii Korol
|
|
14:50
|
Point-Clouds based Diffusion Model on Hadronic Showers
-
Martina Mozzanica
(Hamburg University (DE))
|
|
13:50
|
Unfolding & Inference
-
Vinicius Massami Mikuni
(Lawrence Berkeley National Lab. (US))
(until 15:30)
(Amphi Charpak)
|
|
13:50
|
OmniFoldHI: Advanced ML Unfolding for Heavy-Ion Data
-
Alexandre Falcão
(University of Bergen)
|
|
14:10
|
Bridging the Generative Unfolding Gap
-
Sascha Diefenbacher
(Lawrence Berkeley National Lab. (US))
|
|
14:30
|
Measurement of Jet Track Functions with OmniFold-based Binning Corrections in ATLAS Run 2 Data
-
Jingjing Pan
(Yale University (US))
|
|
14:50
|
Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion
-
Kevin Thomas Greif
(University of California Irvine (US))
|
|
15:10
|
How to Unfold Top Decays
-
Sofia Palacios Schweitzer
(ITP, University Heidelberg)
|
|
15:30
|
--- Coffee break ---
|
|
16:00
|
Foundation models
-
Tianji Cai
(SLAC National Accelerator Laboratory)
(until 17:40)
(Salle Séminaires)
|
|
16:00
|
Learning powerful jet representations via self-supervision
-
Shudong Wang
(Chinese Academy of Sciences (CN))
|
|
16:20
|
OmniLearn: A Method to Simultaneously Facilitate All Jet Physics Tasks
-
Vinicius Massami Mikuni
(Lawrence Berkeley National Lab. (US))
|
|
16:40
|
OmniJet-alpha and beyond: foundation model updates
-
Anna Maria Cecilia Hallin
(University of Hamburg)
|
|
17:00
|
A Novel Approach to Training Foundation Models for Jet-Related Tasks Without Vector Quantization
-
Masahiro Morinaga
(University of Tokyo (JP))
|
|
17:20
|
Large-Scale Pretraining and Finetuning for Efficient Jet Classification in Particle Physics
-
Zihan Zhao
(Univ. of California San Diego (US))
|
|
16:00
|
Unfolding & Inference
-
Chris Pollard
(University of Warwick (GB))
(until 17:40)
(Amphi Charpak)
|
|
16:00
|
Advanced techniques for SBI in collider physics
-
Giovanni De Crescenzo
(University of Heidelberg)
|
|
16:20
|
Towards Universal Unfolding using Denoising Diffusion
-
Martin Klassen
(Tufts University (US))
|
|
16:40
|
Parameter Estimation with Neural Simulation-Based Inference in ATLAS
- Mr
Arnaud Jean Maury
(Université Paris-Saclay (FR))
|
|
17:00
|
Constraining the Higgs Potential with Neural Simulation-based Inference for Di-Higgs Production
-
Radha Mastandrea
(University of California, Berkeley)
|
|
17:20
|
Gamma-ray spectrometry of fission fragments : ML analysis of multi-dimensional spectra
-
Mattéo Ballu
|
