Foundation models and fast detector simulation
Monday Nov 21, 2022, 2:00 PM
→
6:00 PM
Europe/Zurich
513/1-024 (CERN)
513/1-024
CERN
50
Show room on map
Nadya Chernyavskaya
(
CERN
)
,
Dalila Salamani
(
CERN
)
,
Sofia Vallecorsa
(
CERN
)
,
Anna Zaborowska
(
CERN
)
Registration
Participants
Register
1
Introduction
IBM contributions
2
Foundation Models for Accelerated Discovery
Speaker
:
John Smith
(
IBM T. J. Watson Research Center
)
IBM Research - Foundation Models for Accelerated Discovery - CERN - JRSMITH - November 2022.pdf
3
AI/ML Foundation Models Platform
Speaker
:
Mudhakar Srivatsa
(
IBM Research
)
Foundation Model CERN Nov2022.pdf
4
Question and Discussion
HEP detector simulation
5
Fast simulation
Speaker
:
Dalila Salamani
(
CERN
)
FastSimIntro
6
CaloFlow
Speakers
:
Dr
Claudius Krause
(
Rutgers University
)
,
Claudius Krause
(
Deutsches Elektronen-Synchrotron (DESY)
)
Found.Model.CaloFlow.C.Krause.pdf
7
Bib-AE
Speaker
:
Peter McKeown
(
Deutsches Elektronen-Synchrotron (DE)
)
IBM_CERN_BIBAE_2022_final.pdf
8
FastCaloGAN
Speaker
:
Michele Faucci Giannelli
(
INFN e Universita Roma Tor Vergata (IT)
)
2022-11-21, FastCaloGAN overview in Run2 and Run3.pptx
4:00 PM
break
9
Generative transformers and how to evaluate them
Speaker
:
Raghav Kansal
(
Univ. of California San Diego (US)
)
FastSim_21_11_22.pdf
FastSim_21_11_22_withbuilds.pdf
10
Transformers for calorimeter simulation
Speaker
:
Piyush Raikwar
(
CERN
)
Slides
11
Discussion