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Digital Twins for Nuclear and Particle physics - NPTwins 2025

Oct 6 – 8, 2025
Università di Messina
Europe/Rome timezone

Session

Talks

Oct 6, 2025, 2:10 PM
Aula Accademia Peloritana (Università di Messina)

Aula Accademia Peloritana

Università di Messina

Piazza Pugliatti 1, 98122 Messina ME

Presentation materials

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  1. 3. AI for real time data processing
    Fabio Rossi (Istituto Nazionale di Fisica Nucleare)
    10/6/25, 2:10 PM
  2. 9. Reconstruction algorithms for the LHC
    Jan Stark (L2I Toulouse, CNRS/IN2P3, Université de Toulouse)
    10/6/25, 2:40 PM
  3. 12. Blending Neural Networks with Kernel Methods for Efficient Learning
    Shuo Huang
    10/6/25, 3:10 PM
  4. 27. Variable Rate Neural Compression for Sparse Detector Data
    Yi Huang
    10/6/25, 4:10 PM
  5. 16. ALICE PID 1
    Lukasz Graczykowski, Prof. Lukasz Graczykowski (Warsaw University of Technology (PL))
    10/6/25, 4:40 PM
  6. 17. ALICE PID 2
    Mytkowski Marek
    10/6/25, 4:55 PM
  7. 2. Goodness-of-fit by Neyman-Pearson Testing: The NPLM Method
    Andrea Wulzer (PD), Andrea Wulzer (ICREA & IFAE)
    10/7/25, 9:00 AM
  8. 6. Machine Learning for LHC esperiments
    Francesco Armando Di Bello (University of Geneva), Francesco Armando Di Bello (Istituto Nazionale di Fisica Nucleare), Francesco Di Bello (Sapienza)
    10/7/25, 9:30 AM
  9. 19. Signal Extraction and Parameter Estimation via Density Ratio
    Derek Glazier (University of Edinburgh), Derek Ian Glazier
    10/7/25, 10:00 AM
  10. 29. Renormalization Group for Signal Analysis
    Dr Riccardo Finotello (CEA Paris-Saclay), Riccardo Finotello (Università degli Studi di Torino)
    10/7/25, 11:00 AM
  11. 21. A(I)DAPT
    Tommaso Vittorini (Istituto Nazionale di Fisica Nucleare)
    10/7/25, 11:30 AM
  12. 7. Diffusion models for physics extraction
    Giorgio Foti (Università di Messina & INFN Catania)
    10/7/25, 12:00 PM
  13. 22. Generative models and fast simulations
    Claudius Krause
    10/7/25, 2:00 PM
  14. 1. Parton Distributions from the NTK: Analytical Results
    Amedeo Chiefa, Amedeo Chiefa
    10/7/25, 2:30 PM
  15. 20. Extraction of information from deeply virtual exclusive experiments
    Simonetta Liuti (University of Virginia)
    10/7/25, 3:00 PM
  16. 25. AI tools for QCD
    Nobuo Sato (Jefferson Lab)
    10/7/25, 4:00 PM
  17. 23. Generative Models for Fast Simulation of Cherenkov Detectors at the Electron-Ion Collider
    James Giroux (William & Mary)
    10/7/25, 4:30 PM
  18. 10. Machine learning for cosmology
    Marco Raveri (Istituto Nazionale di Fisica Nucleare)
    10/8/25, 9:00 AM
  19. 8. From cross sections to scattering amplitudes using ML with built-in physics
    Gloria Montana (University of Barcelona, Institute of Cosmos Sciences (ICCUB)), Gloria Montana (Jefferson Lab)
    10/8/25, 9:30 AM
  20. 14. AI applications to pion scattering
    Wyatt Smith (Indiana University), Wyatt Smith (Messina U. and UC Berkeley and LBL)
    10/8/25, 10:00 AM
  21. 4. AI tools in HEP
    Federica Legger (Istituto Nazionale di Fisica Nucleare)
    10/8/25, 11:00 AM
  22. 11. Modern Machine Learning for Monte Carlo Event Generators
    Ramon Winterhalder
    10/8/25, 11:30 AM
  23. 15. Generative AI for Inverse Problems in Nuclear and Particle Physics
    Yaohang Li
    10/8/25, 12:00 PM
  24. 13. PIKS: universal physics-informed learning with kernels
    Joachim Bona-Pellissier
    10/8/25, 2:00 PM
  25. 18. Online data reduction for the dual-radiator RICH detector in the ePIC experiment
    Cristian Rossi (Istituto Nazionale di Fisica Nucleare)
    10/8/25, 2:30 PM
  26. 5. Report on EU AI strategy: The AI Continent
    Fosca Giannotti
    10/8/25, 3:00 PM
  27. 24. Physics with Large Language and Reasoning models: an overview
    Nesar Chamachandra
    10/8/25, 4:00 PM
  28. 31. AI for Data Center Cooling and Resource Allocation in LHCb
    Pierfrancesco Cifra (CERN)
    10/8/25, 4:30 PM
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