Name: Digital Twins for Nuclear and Particle physics - NPTwins 2024
Start: 2024-12-16T09:00:00+01:00
End: 2024-12-18T19:00:00+01:00
Location: Museo Diocesano di Genova

Digital Twins for Nuclear and Particle physics - NPTwins 2024

from Monday, 16 December 2024 (09:00) to Wednesday, 18 December 2024 (19:00)

Monday, 16 December 2024 ¶

10:00 Registration & Coffee break
Registration & Coffee break
10:00 - 11:00
Room: Porticato II piano
11:00
11:00 - 12:45
Room: Sala Didattica
Contributions

11:00 Intro - Marco Battaglieri (Istituto Nazionale di Fisica Nucleare) Francesco Armando Di Bello (University of Geneva) Alessandro Pilloni (UniME & CT) Carlo Schiavi (Istituto Nazionale di Fisica Nucleare) Riccardo Torre (Istituto Nazionale di Fisica Nucleare)

11:15 Hadron spectroscopy theory and AI - Geoffrey Fox (University of Virginia)

11:45 Physics constrained GAN for amplitude extraction - Gloria Montana (Jefferson Lab)

12:15 Point cloud-based diffusion models for the Electron-Ion Collider - Nobuo Sato (Jefferson Lab)
12:45 Lunch
Lunch
12:45 - 14:30
14:30
14:30 - 16:10
Room: Sala Didattica
Contributions

14:30 Greetings from the Director - Mauro Gino Taiuti (Istituto Nazionale di Fisica Nucleare)

14:40 Machine Learning for Hadron Spectroscopy - Cesar Fernandez-Ramirez (UNED)

15:10 Simulating the LHCb experiment with Machine Learning - Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

15:40 Training with Real Rata: Signal Extraction via Density Ratios - Derek Ian Glazier
16:10 Coffee break
Coffee break
16:10 - 16:40
Room: Porticato II piano
16:40
16:40 - 18:10
Room: Sala Didattica
Contributions

16:40 Anomaly detection for BSM using AI/ML - Patrick Moran (The College of William & Mary)

17:10 AI in ICSC/terabit - Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)

17:40 Quantum computing applications for HEP - Davide Zuliani (Istituto Nazionale di Fisica Nucleare)
Tuesday, 17 December 2024 ¶
09:00
09:00 - 10:30
Room: Sala Didattica
Contributions

09:00 Fast simulation with ATLAS - Federico Andrea Guillaume Corchia (Istituto Nazionale di Fisica Nucleare)

09:30 Global particle flow reconstruction - Etienne Dreyer (Weizmann Institute of Science)

10:00 Identification of HF jets/tau - Gabriele D'Anniballe (Istituto Nazionale di Fisica Nucleare)
10:30 Coffee break
Coffee break
10:30 - 11:00
Room: Porticato II piano
11:00
11:00 - 12:30
Room: Sala Didattica
Contributions

11:00 Charmed-hadron rec in ALICE using AI/ML - Maria Teresa Camerlingo (Istituto Nazionale di Fisica Nucleare)

11:30 Unfolding Particle Detector Effects in HEP with Generative AI - Yaohang Li (Old Dominion University)

12:00 Data smearing and acceptance correction using AI - Tommaso Vittorini (Istituto Nazionale di Fisica Nucleare)
12:30 Guided tour of the museum
Guided tour of the museum
12:30 - 13:30
Room: Sala Didattica

13:30 Lunch
Lunch
13:30 - 14:30
14:30
14:30 - 16:00
Room: Sala Didattica
Contributions

14:30 Simulation based inference at the LHC - Jay Sandesara (University of Wisconsin Madison)

15:00 Plug the physics into the AI: inductive bias, and the case of enforcing symmetries in neural networks - Pietro Vischia (Universidad de Oviedo and Instituto de Ciencias y Tecnologías Espaciales de Asturias (ICTEA))

15:30 AI for Experiment Optimization - Tommaso Dorigo (Istituto Nazionale di Fisica Nucleare)
16:00 Coffee break
Coffee break
16:00 - 16:30
Room: Porticato II piano
16:30
16:30 - 17:30
Room: Sala Didattica
Contributions

16:30 AI for real time data-reduction - Fabio Rossi (Istituto Nazionale di Fisica Nucleare)

17:00 AI for low-level data reconstruction - Raffaella De Vita Raffaella De Vita (Istituto Nazionale di Fisica Nucleare)
Wednesday, 18 December 2024 ¶
09:00
09:00 - 10:30
Room: Sala Didattica
Contributions

09:00 The Italian center for HPC (ICSC) - Davide Salomoni (Istituto Nazionale di Fisica Nucleare)

09:30 Determining parton distribution functions accurately and precisely with Machine Learning - Emanuele Roberto Nocera (Istituto Nazionale di Fisica Nucleare)

10:00 Kernel Methods - Lorenzo Rosasco (Università di Genova)
10:30 Coffee break
Coffee break
10:30 - 11:00
Room: Porticato II piano
11:00
11:00 - 12:30
Room: Sala Didattica
Contributions

11:00 Reinforcement learning - Agnese Seminara

11:30 Recent developments in zero-th order optimization algorithms - Marco Rando (Università di Genova)

12:00 The NPLM method: ML for signal-agnostic searches and beyond - Marco Letizia (Università di Genova)
12:30 Lunch
Lunch
12:30 - 14:30

14:30 Final discussion and wrap up
Final discussion and wrap up
14:30 - 15:30
Room: Sala Didattica

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