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, October 6, 2025 (2:00 PM) to Wednesday, October 8, 2025 (6:00 PM)

Monday, October 6, 2025

2:00 PM Welcome and introduction
Welcome and introduction
2:00 PM - 2:10 PM
Room: Aula Accademia Peloritana
2:10 PM Talks
2:10 PM - 5:10 PM
Room: Aula Accademia Peloritana
Contributions

2:10 PM AI for real time data processing - Fabio Rossi (Istituto Nazionale di Fisica Nucleare)

2:40 PM Reconstruction algorithms for the LHC - Jan Stark (L2I Toulouse, CNRS/IN2P3, Université de Toulouse)

3:10 PM Blending Neural Networks with Kernel Methods for Efficient Learning - Shuo Huang

4:10 PM Variable Rate Neural Compression for Sparse Detector Data - Yi Huang

4:40 PM ALICE PID 1 - Lukasz Graczykowski Lukasz Graczykowski (Warsaw University of Technology (PL))

4:55 PM ALICE PID 2 - Mytkowski Marek
Tuesday, October 7, 2025
9:00 AM Talks
9:00 AM - 12:30 PM
Room: Aula Accademia Peloritana
Contributions

9:00 AM Goodness-of-fit by Neyman-Pearson Testing: The NPLM Method - Andrea Wulzer (PD) Andrea Wulzer (ICREA & IFAE)

9:30 AM 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 AM Signal Extraction and Parameter Estimation via Density Ratio - Derek Glazier (University of Edinburgh) Derek Ian Glazier

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

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

12:00 PM Diffusion models for physics extraction - Giorgio Foti (Università di Messina & INFN Catania)
12:30 PM Lunch
Lunch
12:30 PM - 2:00 PM
Room: Aula Accademia Peloritana
2:00 PM Talks
2:00 PM - 5:30 PM
Room: Aula Accademia Peloritana
Contributions

2:00 PM Generative models and fast simulations - Claudius Krause

2:30 PM Parton Distributions from the NTK: Analytical Results - Amedeo Chiefa Amedeo Chiefa

3:00 PM Extraction of information from deeply virtual exclusive experiments - Simonetta Liuti (University of Virginia)

4:00 PM AI tools for QCD - Nobuo Sato (Jefferson Lab)

4:30 PM Generative Models for Fast Simulation of Cherenkov Detectors at the Electron-Ion Collider - James Giroux (William & Mary)
Wednesday, October 8, 2025
9:00 AM Talks
9:00 AM - 12:30 PM
Room: Aula Accademia Peloritana
Contributions

9:00 AM Machine learning for cosmology - Marco Raveri (Istituto Nazionale di Fisica Nucleare)

9:30 AM 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 AM AI applications to pion scattering - Wyatt Smith (Indiana University) Wyatt Smith (Messina U. and UC Berkeley and LBL)

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

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

12:00 PM Generative AI for Inverse Problems in Nuclear and Particle Physics - Yaohang Li
12:30 PM Lunch
Lunch
12:30 PM - 2:00 PM
Room: Aula Accademia Peloritana
2:00 PM Talks
2:00 PM - 5:30 PM
Room: Aula Accademia Peloritana
Contributions

2:00 PM PIKS: universal physics-informed learning with kernels - Joachim Bona-Pellissier

2:30 PM Online data reduction for the dual-radiator RICH detector in the ePIC experiment - Cristian Rossi (Istituto Nazionale di Fisica Nucleare)

3:00 PM Report on EU AI strategy: The AI Continent - Fosca Giannotti

4:00 PM Physics with Large Language and Reasoning models: an overview - Nesar Chamachandra

4:30 PM AI for Data Center Cooling and Resource Allocation in LHCb - Pierfrancesco Cifra (CERN)