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Digital Twins for Nuclear and Particle physics - NPTwins 2024

Dec 16 – 18, 2024
Museo Diocesano di Genova
Europe/Rome timezone

Contribution List

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2. Intro
Marco Battaglieri (Istituto Nazionale di Fisica Nucleare), Francesco Armando Di Bello (University of Geneva), Dr Alessandro Pilloni (UniME & CT), Carlo Schiavi (Istituto Nazionale di Fisica Nucleare), Dr Riccardo Torre (Istituto Nazionale di Fisica Nucleare)
12/16/24, 11:00 AM
3. Hadron spectroscopy theory and AI
Geoffrey Fox (University of Virginia)
12/16/24, 11:15 AM
4. Physics constrained GAN for amplitude extraction
Gloria Montana (Jefferson Lab)
12/16/24, 11:45 AM
5. Point cloud-based diffusion models for the Electron-Ion Collider
Nobuo Sato (Jefferson Lab)
12/16/24, 12:15 PM
30. Greetings from the Director
Mauro Gino Taiuti (Istituto Nazionale di Fisica Nucleare)
12/16/24, 2:30 PM
6. Machine Learning for Hadron Spectroscopy
Cesar Fernandez-Ramirez (UNED)
12/16/24, 2:40 PM
8. Simulating the LHCb experiment with Machine Learning
Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)
12/16/24, 3:10 PM
9. Training with Real Rata: Signal Extraction via Density Ratios
Derek Ian Glazier
12/16/24, 3:40 PM
10. Anomaly detection for BSM using AI/ML
Patrick Moran (The College of William & Mary)
12/16/24, 4:40 PM
11. AI in ICSC/terabit
Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)
12/16/24, 5:10 PM
21. Quantum computing applications for HEP
Davide Zuliani (Istituto Nazionale di Fisica Nucleare)
12/16/24, 5:40 PM
12. Fast simulation with ATLAS
Federico Andrea Guillaume Corchia (Istituto Nazionale di Fisica Nucleare)
12/17/24, 9:00 AM
14. Global particle flow reconstruction
Etienne Dreyer (Weizmann Institute of Science)
12/17/24, 9:30 AM
13. Identification of HF jets/tau
Gabriele D'Anniballe (Istituto Nazionale di Fisica Nucleare)
12/17/24, 10:00 AM
15. Charmed-hadron rec in ALICE using AI/ML
Maria Teresa Camerlingo (Istituto Nazionale di Fisica Nucleare)
12/17/24, 11:00 AM
16. Unfolding Particle Detector Effects in HEP with Generative AI
Yaohang Li (Old Dominion University)
12/17/24, 11:30 AM
17. Data smearing and acceptance correction using AI
Tommaso Vittorini (Istituto Nazionale di Fisica Nucleare)
12/17/24, 12:00 PM
18. Simulation based inference at the LHC
Jay Sandesara (University of Wisconsin Madison)
12/17/24, 2:30 PM
19. 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))
12/17/24, 3:00 PM
20. AI for Experiment Optimization
Tommaso Dorigo (Istituto Nazionale di Fisica Nucleare)
12/17/24, 3:30 PM
22. AI for real time data-reduction
Fabio Rossi (Istituto Nazionale di Fisica Nucleare)
12/17/24, 4:30 PM
23. AI for low-level data reconstruction
Raffaella De Vita, Raffaella De Vita (Istituto Nazionale di Fisica Nucleare)
12/17/24, 5:00 PM
24. The Italian center for HPC (ICSC)
Davide Salomoni (Istituto Nazionale di Fisica Nucleare)
12/18/24, 9:00 AM
25. Determining parton distribution functions accurately and precisely with Machine Learning
Emanuele Roberto Nocera (Istituto Nazionale di Fisica Nucleare)
12/18/24, 9:30 AM
26. Kernel Methods
Lorenzo Rosasco (Università di Genova)
12/18/24, 10:00 AM
27. Reinforcement learning
Agnese Seminara
12/18/24, 11:00 AM
28. Recent developments in zero-th order optimization algorithms
Marco Rando (Università di Genova)
12/18/24, 11:30 AM
29. The NPLM method: ML for signal-agnostic searches and beyond
Marco Letizia (Università di Genova)
12/18/24, 12:00 PM
1. Final discussion and wrap up
12/18/24, 2:30 PM
7. AI for hadron spectroscopy phenomenology
Łukasz Bibrzycki (AGH University of Krakow)
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