Digital Twins for Nuclear and Particle physics - NPTwins 2025

Session

Talks

6 Oct 2025, 14:10

Aula Accademia Peloritana (Università di Messina)

3. AI for real time data processing

Fabio Rossi (Istituto Nazionale di Fisica Nucleare)

06/10/2025, 14:10

9. Reconstruction algorithms for the LHC

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

06/10/2025, 14:40

12. Blending Neural Networks with Kernel Methods for Efficient Learning

Shuo Huang

06/10/2025, 15:10

27. Variable Rate Neural Compression for Sparse Detector Data

Yi Huang

06/10/2025, 16:10

16. ALICE PID 1

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

06/10/2025, 16:40

17. ALICE PID 2

Mytkowski Marek

06/10/2025, 16:55

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

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

07/10/2025, 09:00

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)

07/10/2025, 09:30

19. Signal Extraction and Parameter Estimation via Density Ratio

Derek Glazier (University of Edinburgh), Derek Ian Glazier

07/10/2025, 10:00

29. Renormalization Group for Signal Analysis

Dr Riccardo Finotello (CEA Paris-Saclay), Riccardo Finotello (Università degli Studi di Torino)

07/10/2025, 11:00

21. A(I)DAPT

Tommaso Vittorini (Istituto Nazionale di Fisica Nucleare)

07/10/2025, 11:30

7. Diffusion models for physics extraction

Giorgio Foti (Università di Messina & INFN Catania)

07/10/2025, 12:00

22. Generative models and fast simulations

Claudius Krause

07/10/2025, 14:00

1. Parton Distributions from the NTK: Analytical Results

Amedeo Chiefa, Amedeo Chiefa

07/10/2025, 14:30

20. Extraction of information from deeply virtual exclusive experiments

Simonetta Liuti (University of Virginia)

07/10/2025, 15:00

25. AI tools for QCD

Nobuo Sato (Jefferson Lab)

07/10/2025, 16:00

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

James Giroux (William & Mary)

07/10/2025, 16:30

10. Machine learning for cosmology

Marco Raveri (Istituto Nazionale di Fisica Nucleare)

08/10/2025, 09:00

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)

08/10/2025, 09:30

14. AI applications to pion scattering

Wyatt Smith (Indiana University), Wyatt Smith (Messina U. and UC Berkeley and LBL)

08/10/2025, 10:00

4. AI tools in HEP

Federica Legger (Istituto Nazionale di Fisica Nucleare)

08/10/2025, 11:00

11. Modern Machine Learning for Monte Carlo Event Generators

Ramon Winterhalder

08/10/2025, 11:30

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

Yaohang Li

08/10/2025, 12:00

13. PIKS: universal physics-informed learning with kernels

Joachim Bona-Pellissier

08/10/2025, 14:00

18. Online data reduction for the dual-radiator RICH detector in the ePIC experiment

Cristian Rossi (Istituto Nazionale di Fisica Nucleare)

08/10/2025, 14:30

5. Report on EU AI strategy: The AI Continent

Fosca Giannotti

08/10/2025, 15:00

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

Nesar Chamachandra

08/10/2025, 16:00

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

Pierfrancesco Cifra (CERN)

08/10/2025, 16:30