Foundation Models for Science Mini Workshop

from Tuesday 1 October 2024 (14:00) to Wednesday 2 October 2024 (19:00)


        : Sessions
    /     : Talks
        : Breaks
1 Oct 2024
2 Oct 2024
AM
PM
14:00
Foundation Model MiniWorkshop (until 15:00) (354/1-019)
14:00 Introduction - Dr Gaia Grosso (IAIFI, MIT) Raghav Kansal (Univ. of California San Diego (US))  
14:10 Towards Foundation Models in HEP with Self-Supervised Learning - Michael Kagan (SLAC National Accelerator Laboratory (US))  
15:00
CMS/RooFit team discussion -Dr Pietro Vischia (Universidad de Oviedo and Instituto de Ciencias y Tecnologías Espaciales de Asturias (ICTEA)) Javier Mauricio Duarte (Univ. of California San Diego (US)) (until 15:45) (354/1-019)
15:00 Automatic Differentiation in RooFit and Community Needs - Vassil Vasilev (Princeton University (US)) Vassil Vassilev (CERN) Jonas Rembser (CERN)  
15:45
Foundation Model MiniWorkshop (until 18:30)
15:45 Foundation models for HEP - Philip Coleman Harris (Massachusetts Inst. of Technology (US))  
16:30 Invisible Cities: Towards a multi-modal era of fundamental physics research - Mariel Pettee (Lawrence Berkeley National Lab. (US))  
17:30 Foundation Models for Scientific Discovery in the Lab of the Future - Patrick Ruch  
14:00
Foundation Model MiniWorkshop (until 19:00) (40/S2-B01 - Salle Bohr)
14:00 Introduction to Day 2 - Dr Gaia Grosso (IAIFI, MIT) Raghav Kansal (Univ. of California San Diego (US))  
14:15 Re-simulation-based self-supervised learning - Benedikt Maier (Imperial College (GB))  
15:00 Finetuning Foundation Models for Joint Analysis Optimization - Nicole Michelle Hartman (TUM (DE))  
15:45 --- Coffe Break ---
16:00 OmniJet-α: The first cross-task foundation model for particle physics - Joschka Birk (Hamburg University (DE))  
16:45 Foundation Models for Astrophysics and Representation Learning - Leopoldo Sarra  
17:30 OmniLearn: A Method to Simultaneously Facilitate All Jet Physics Tasks - Vinicius Massami Mikuni (Lawrence Berkeley National Lab. (US))  
18:30 Summary and Roundtable - Dr Gaia Grosso (IAIFI, MIT) Raghav Kansal (Univ. of California San Diego (US))