Foundation models and fast detector simulation
Monday 21 Nov 2022, 14:00
→
18:00
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
14:00
→
14:05
Introduction
5m
14:05
→
15:00
IBM contributions
14:05
Foundation Models for Accelerated Discovery
25m
Speaker
:
John Smith
(
IBM T. J. Watson Research Center
)
IBM Research - Foundation Models for Accelerated Discovery - CERN - JRSMITH - November 2022.pdf
14:30
AI/ML Foundation Models Platform
25m
Speaker
:
Mudhakar Srivatsa
(
IBM Research
)
Foundation Model CERN Nov2022.pdf
14:55
Question and Discussion
5m
15:00
→
17:10
HEP detector simulation
15:00
Fast simulation
15m
Speaker
:
Dalila Salamani
(
CERN
)
FastSimIntro
15:15
CaloFlow
15m
Speaker
:
Dr
Claudius Krause
(
Rutgers University
)
Found.Model.CaloFlow.C.Krause.pdf
15:30
Bib-AE
15m
Speaker
:
Peter McKeown
(
Deutsches Elektronen-Synchrotron (DE)
)
IBM_CERN_BIBAE_2022_final.pdf
15:45
FastCaloGAN
15m
Speaker
:
Michele Faucci Giannelli
(
INFN e Universita Roma Tor Vergata (IT)
)
2022-11-21, FastCaloGAN overview in Run2 and Run3.pptx
16:00
break
10m
16:10
Generative transformers and how to evaluate them
30m
Speaker
:
Raghav Kansal
(
Univ. of California San Diego (US)
)
FastSim_21_11_22.pdf
FastSim_21_11_22_withbuilds.pdf
16:40
Transformers for calorimeter simulation
30m
Speaker
:
Piyush Raikwar
(
CERN
)
Slides
17:10
→
18:00
Discussion
50m