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

Foundation models and fast detector simulation

Monday, November 21, 2022 - 2:00 PM

Monday, November 21, 2022

2:00 PM Introduction
Introduction
2:00 PM - 2:05 PM
Room: 513/1-024
2:05 PM
2:05 PM - 3:00 PM
Room: 513/1-024
Contributions

2:05 PM Foundation Models for Accelerated Discovery - John Smith (IBM T. J. Watson Research Center)

2:30 PM AI/ML Foundation Models Platform - Mudhakar Srivatsa (IBM Research)

2:55 PM Question and Discussion
3:00 PM HEP detector simulation
HEP detector simulation
3:00 PM - 5:10 PM
Room: 513/1-024
Contributions

3:00 PM Fast simulation - Dalila Salamani (CERN)

3:15 PM CaloFlow - Claudius Krause (Rutgers University) Claudius Krause (Deutsches Elektronen-Synchrotron (DESY))

3:30 PM Bib-AE - Peter McKeown (Deutsches Elektronen-Synchrotron (DE))

3:45 PM FastCaloGAN - Michele Faucci Giannelli (INFN e Universita Roma Tor Vergata (IT))

4:10 PM Generative transformers and how to evaluate them - Raghav Kansal (Univ. of California San Diego (US))

4:40 PM Transformers for calorimeter simulation - Piyush Raikwar (CERN)
5:10 PM Discussion
Discussion
5:10 PM - 6:00 PM
Room: 513/1-024