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, May 30, 2023 (8:30 AM) to Wednesday, May 31, 2023 (6:00 PM)

Monday, May 29, 2023
Tuesday, May 30, 2023

8:30 AM Bus at piazza Marconi
Bus at piazza Marconi
8:30 AM - 9:00 AM
Bus will leave at 9:00 for Villa Mondragone

9:30 AM Registration
Registration
9:30 AM - 10:00 AM
10:00 AM Introduction - Michele Faucci Giannelli (Istituto Nazionale di Fisica Nucleare)
Introduction
- Michele Faucci Giannelli (Istituto Nazionale di Fisica Nucleare)
10:00 AM - 10:05 AM
10:05 AM 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 AM - 10:10 AM
10:10 AM Welcome from Fellini - LAURA BANDIERA (Istituto Nazionale di Fisica Nucleare)
Welcome from Fellini
- LAURA BANDIERA (Istituto Nazionale di Fisica Nucleare)
10:10 AM - 10:15 AM
10:15 AM ML in industry - Serena Palazzo (CS)
ML in industry
- Serena Palazzo (CS)
10:15 AM - 10:35 AM
10:35 AM Coffee
Coffee
10:35 AM - 11:00 AM
11:00 AM
11:00 AM - 1:00 PM
Contributions

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

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

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

12:30 PM Discussion
1:00 PM Lunch
Lunch
1:00 PM - 2:00 PM
2:00 PM
2:00 PM - 4:00 PM
Contributions

2:00 PM Latent Generative Models for Calo Simulation with VQ-VAE - Qibin LIU (TDLI., Shanghai JiaoTong University)

2:30 PM CERN-Geneva VAE - Dalila Salamani (CERN)

3:00 PM CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds - Humberto Alonso Reyes Gonzalez (Istituto Nazionale di Fisica Nucleare)

3:30 PM Discussion
4:00 PM Coffee
Coffee
4:00 PM - 4:30 PM
4:30 PM
4:30 PM - 6:30 PM
Contributions

4:30 PM Score-based Generative Models for Calorimeter Shower Simulation - Vinicius Mikuni (LBNL)

5:00 PM Denoising Diffusion Models for High Fidelity Calorimeter Simulation - Oz Amram (Fermilab)

5:30 PM CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation - Anatolii Korol (Deutsches Elektronen-Synchrotron (DESY))

6:00 PM Discussion
7:00 PM Bus to dinner
Bus to dinner
7:00 PM - 7:30 PM
Wednesday, May 31, 2023

8:30 AM Bus at piazza Marconi
Bus at piazza Marconi
8:30 AM - 9:00 AM
9:30 AM
9:30 AM - 12:00 PM
Contributions

9:30 AM (inductive) CaloFlow - Ian Pang (Rutgers University)

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

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

11:30 AM Discussion
12:00 PM 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 PM - 12:20 PM
12:20 PM CaloChallenge result - Claudius Krause (Heidelberg University)
CaloChallenge result
- Claudius Krause (Heidelberg University)
12:20 PM - 12:40 PM
12:40 PM Discussion
Discussion
12:40 PM - 1:30 PM

1:30 PM Lunch
Lunch
1:30 PM - 2:30 PM

2:40 PM Bus depart to Frascati
Bus depart to Frascati
2:40 PM - 3:00 PM

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