Name: Digital Twins for Nuclear and Particle physics - NPTwins 2025
Start: 2025-10-06T14:00:00+02:00
End: 2025-10-08T18:00:00+02:00
Location: Università di Messina

Digital Twins for Nuclear and Particle physics - NPTwins 2025

from Monday, 6 October 2025 (14:00) to Wednesday, 8 October 2025 (18:00)

Monday, 6 October 2025

14:00 Welcome and introduction
Welcome and introduction
14:00 - 14:10
Room: Aula Accademia Peloritana
14:10 Talks
14:10 - 17:10
Room: Aula Accademia Peloritana
Contributions

14:10 AI for real time data processing - Fabio Rossi (Istituto Nazionale di Fisica Nucleare)

14:40 Reconstruction algorithms for the LHC - Jan Stark (L2I Toulouse, CNRS/IN2P3, Université de Toulouse)

15:10 Blending Neural Networks with Kernel Methods for Efficient Learning - Shuo Huang

16:10 Variable Rate Neural Compression for Sparse Detector Data - Yi Huang

16:40 ALICE PID 1 - Lukasz Graczykowski Lukasz Graczykowski (Warsaw University of Technology (PL))

16:55 ALICE PID 2 - Mytkowski Marek
Tuesday, 7 October 2025
09:00 Talks
09:00 - 12:30
Room: Aula Accademia Peloritana
Contributions

09:00 Goodness-of-fit by Neyman-Pearson Testing: The NPLM Method - Andrea Wulzer (PD) Andrea Wulzer (ICREA & IFAE)

09:30 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)

10:00 Signal Extraction and Parameter Estimation via Density Ratio - Derek Glazier (University of Edinburgh) Derek Ian Glazier

11:00 Renormalization Group for Signal Analysis - Riccardo Finotello (CEA Paris-Saclay) Riccardo Finotello (Università degli Studi di Torino)

11:30 A(I)DAPT - Tommaso Vittorini (Istituto Nazionale di Fisica Nucleare)

12:00 Diffusion models for physics extraction - Giorgio Foti (Università di Messina & INFN Catania)
12:30 Lunch
Lunch
12:30 - 14:00
Room: Aula Accademia Peloritana
14:00 Talks
14:00 - 17:30
Room: Aula Accademia Peloritana
Contributions

14:00 Generative models and fast simulations - Claudius Krause

14:30 Parton Distributions from the NTK: Analytical Results - Amedeo Chiefa Amedeo Chiefa

15:00 Extraction of information from deeply virtual exclusive experiments - Simonetta Liuti (University of Virginia)

16:00 AI tools for QCD - Nobuo Sato (Jefferson Lab)

16:30 Generative Models for Fast Simulation of Cherenkov Detectors at the Electron-Ion Collider - James Giroux (William & Mary)
Wednesday, 8 October 2025
09:00 Talks
09:00 - 12:30
Room: Aula Accademia Peloritana
Contributions

09:00 Machine learning for cosmology - Marco Raveri (Istituto Nazionale di Fisica Nucleare)

09:30 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)

10:00 AI applications to pion scattering - Wyatt Smith (Indiana University) Wyatt Smith (Messina U. and UC Berkeley and LBL)

11:00 AI tools in HEP - Federica Legger (Istituto Nazionale di Fisica Nucleare)

11:30 Modern Machine Learning for Monte Carlo Event Generators - Ramon Winterhalder

12:00 Generative AI for Inverse Problems in Nuclear and Particle Physics - Yaohang Li
12:30 Lunch
Lunch
12:30 - 14:00
Room: Aula Accademia Peloritana
14:00 Talks
14:00 - 17:30
Room: Aula Accademia Peloritana
Contributions

14:00 PIKS: universal physics-informed learning with kernels - Joachim Bona-Pellissier

14:30 Online data reduction for the dual-radiator RICH detector in the ePIC experiment - Cristian Rossi (Istituto Nazionale di Fisica Nucleare)

15:00 Report on EU AI strategy: The AI Continent - Fosca Giannotti

16:00 Physics with Large Language and Reasoning models: an overview - Nesar Chamachandra

16:30 AI for Data Center Cooling and Resource Allocation in LHCb - Pierfrancesco Cifra (CERN)

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