Name: CaloChallenge Workshop
Start: 2023-05-30T08:30:00+02:00
End: 2023-05-31T18:00:00+02:00
Location: Villa Mondragone

CaloChallenge Workshop

from Tuesday, 30 May 2023 (08:30) to Wednesday, 31 May 2023 (18:00)

Monday, 29 May 2023
Tuesday, 30 May 2023

08:30 Bus at piazza Marconi
Bus at piazza Marconi
08:30 - 09:00
Bus will leave at 9:00 for Villa Mondragone

09:30 Registration
Registration
09:30 - 10:00
10:00 Introduction - Michele Faucci Giannelli (Istituto Nazionale di Fisica Nucleare)
Introduction
- Michele Faucci Giannelli (Istituto Nazionale di Fisica Nucleare)
10:00 - 10:05
10:05 Welcome from INFN Tor Vergata - Anna Di Ciaccio (Istituto Nazionale di Fisica Nucleare)
Welcome from INFN Tor Vergata
- Anna Di Ciaccio (Istituto Nazionale di Fisica Nucleare)
10:05 - 10:10
10:10 Welcome from Fellini - LAURA BANDIERA (Istituto Nazionale di Fisica Nucleare)
Welcome from Fellini
- LAURA BANDIERA (Istituto Nazionale di Fisica Nucleare)
10:10 - 10:15
10:15 ML in industry - Serena Palazzo (CS)
ML in industry
- Serena Palazzo (CS)
10:15 - 10:35
10:35 Coffee
Coffee
10:35 - 11:00
11:00
11:00 - 13:00
Contributions

11:00 CaloShowerGAN - Michele Faucci Giannelli (Istituto Nazionale di Fisica Nucleare) Rui Zhang

11:30 MDMA-GAN - Benno Käch (Deutsches-Elektronen Synchrotron (DESY))

12:00 BolognaGAN: a containerized solution - Federico Andrea Guillaume Corchia (Istituto Nazionale di Fisica Nucleare)

12:30 Discussion
13:00 Lunch
Lunch
13:00 - 14:00
14:00
14:00 - 16:00
Contributions

14:00 Latent Generative Models for Calo Simulation with VQ-VAE - Qibin LIU (TDLI., Shanghai JiaoTong University)

14:30 CERN-Geneva VAE - Dalila Salamani (CERN)

15:00 CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds - Humberto Alonso Reyes Gonzalez (Istituto Nazionale di Fisica Nucleare)

15:30 Discussion
16:00 Coffee
Coffee
16:00 - 16:30
16:30
16:30 - 18:30
Contributions

16:30 Score-based Generative Models for Calorimeter Shower Simulation - Vinicius Mikuni (LBNL)

17:00 Denoising Diffusion Models for High Fidelity Calorimeter Simulation - Oz Amram (Fermilab)

17:30 CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation - Anatolii Korol (Deutsches Elektronen-Synchrotron (DESY))

18:00 Discussion
19:00 Bus to dinner
Bus to dinner
19:00 - 19:30
Wednesday, 31 May 2023

08:30 Bus at piazza Marconi
Bus at piazza Marconi
08:30 - 09:00
09:30
09:30 - 12:00
Contributions

09:30 (inductive) CaloFlow - Ian Pang (Rutgers University)

10:00 Generating Accurate Showers in Highly Granular Calorimeters Using Normalizing Flows - Thorsten Buss (University of Hamburg)

11:00 CaloPointFlow - Generating Calorimeter Showers as Point Clouds - Simon Schnake (DESY / RWTH Aachen)

11:30 Discussion
12:00 Going into production, FastCalo in the bigger picture - Michele Faucci Giannelli (Istituto Nazionale di Fisica Nucleare)
Going into production, FastCalo in the bigger picture
- Michele Faucci Giannelli (Istituto Nazionale di Fisica Nucleare)
12:00 - 12:20
12:20 CaloChallenge result - Claudius Krause (Heidelberg University)
CaloChallenge result
- Claudius Krause (Heidelberg University)
12:20 - 12:40
12:40 Discussion
Discussion
12:40 - 13:30

13:30 Lunch
Lunch
13:30 - 14:30

14:40 Bus depart to Frascati
Bus depart to Frascati
14:40 - 15:00