Foundation models and fast detector simulation (21 November 2022) · Indico

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Foundation models and fast detector simulation

Monday 21 November 2022 - 14:00

Monday 21 November 2022

14:00 Introduction
Introduction
14:00 - 14:05
Room: 513/1-024
14:05
14:05 - 15:00
Room: 513/1-024
Contributions

14:05 Foundation Models for Accelerated Discovery - John Smith (IBM T. J. Watson Research Center)

14:30 AI/ML Foundation Models Platform - Mudhakar Srivatsa (IBM Research)

14:55 Question and Discussion
15:00 HEP detector simulation
HEP detector simulation
15:00 - 17:10
Room: 513/1-024
Contributions

15:00 Fast simulation - Dalila Salamani (CERN)

15:15 CaloFlow - Claudius Krause (Rutgers University)

15:30 Bib-AE - Peter McKeown (Deutsches Elektronen-Synchrotron (DE))

15:45 FastCaloGAN - Michele Faucci Giannelli (INFN e Universita Roma Tor Vergata (IT))

16:10 Generative transformers and how to evaluate them - Raghav Kansal (Univ. of California San Diego (US))

16:40 Transformers for calorimeter simulation - Piyush Raikwar (CERN)
17:10 Discussion
Discussion
17:10 - 18:00
Room: 513/1-024