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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

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