Digital Twins for Nuclear and Particle physics - NPTwins 2025

Session

Talks

Oct 6, 2025, 2:10 PM

Aula Accademia Peloritana (Università di Messina)

3. AI for real time data processing

Fabio Rossi (Istituto Nazionale di Fisica Nucleare)

10/6/25, 2:10 PM

9. Reconstruction algorithms for the LHC

Jan Stark (L2I Toulouse, CNRS/IN2P3, Université de Toulouse)

10/6/25, 2:40 PM

12. Blending Neural Networks with Kernel Methods for Efficient Learning

Shuo Huang

10/6/25, 3:10 PM

27. Variable Rate Neural Compression for Sparse Detector Data

Yi Huang

10/6/25, 4:10 PM

16. ALICE PID 1

Lukasz Graczykowski, Prof. Lukasz Graczykowski (Warsaw University of Technology (PL))

10/6/25, 4:40 PM

17. ALICE PID 2

Mytkowski Marek

10/6/25, 4:55 PM

2. Goodness-of-fit by Neyman-Pearson Testing: The NPLM Method

Andrea Wulzer (PD), Andrea Wulzer (ICREA & IFAE)

10/7/25, 9:00 AM

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

19. Signal Extraction and Parameter Estimation via Density Ratio

Derek Glazier (University of Edinburgh), Derek Ian Glazier

10/7/25, 10:00 AM

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

21. A(I)DAPT

Tommaso Vittorini (Istituto Nazionale di Fisica Nucleare)

10/7/25, 11:30 AM

7. Diffusion models for physics extraction

Giorgio Foti (Università di Messina & INFN Catania)

10/7/25, 12:00 PM

22. Generative models and fast simulations

Claudius Krause

10/7/25, 2:00 PM

1. Parton Distributions from the NTK: Analytical Results

Amedeo Chiefa, Amedeo Chiefa

10/7/25, 2:30 PM

20. Extraction of information from deeply virtual exclusive experiments

Simonetta Liuti (University of Virginia)

10/7/25, 3:00 PM

25. AI tools for QCD

Nobuo Sato (Jefferson Lab)

10/7/25, 4:00 PM

23. Generative Models for Fast Simulation of Cherenkov Detectors at the Electron-Ion Collider

James Giroux (William & Mary)

10/7/25, 4:30 PM

10. Machine learning for cosmology

Marco Raveri (Istituto Nazionale di Fisica Nucleare)

10/8/25, 9:00 AM

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

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

4. AI tools in HEP

Federica Legger (Istituto Nazionale di Fisica Nucleare)

10/8/25, 11:00 AM

11. Modern Machine Learning for Monte Carlo Event Generators

Ramon Winterhalder

10/8/25, 11:30 AM

15. Generative AI for Inverse Problems in Nuclear and Particle Physics

Yaohang Li

10/8/25, 12:00 PM

13. PIKS: universal physics-informed learning with kernels

Joachim Bona-Pellissier

10/8/25, 2:00 PM

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

5. Report on EU AI strategy: The AI Continent

Fosca Giannotti

10/8/25, 3:00 PM

24. Physics with Large Language and Reasoning models: an overview

Nesar Chamachandra

10/8/25, 4:00 PM

31. AI for Data Center Cooling and Resource Allocation in LHCb

Pierfrancesco Cifra (CERN)

10/8/25, 4:30 PM