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
14:10 - 17:30
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 AI for real-time data reduction in ePIC - Alessandro Lonardo (Istituto Nazionale di Fisica Nucleare)

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
09:00 - 12:30
Room: Aula Accademia Peloritana
Contributions

09:00 Machine Learning for Optimal Inference - Andrea Wulzer (PD) Andrea Wulzer (ICREA & IFAE)

09:30 AI for the ATLAS experiment - Francesco Armando Di Bello (University of Geneva) Francesco Armando Di Bello (Istituto Nazionale di Fisica Nucleare) Francesco Di Bello (Sapienza)

10:00 AI for data analysis - Derek Glazier (University of Edinburgh) Derek Ian Glazier

11:00 Physics and Data Analysis: a Renormalization Group Approach to Signal and Anomaly Detection - 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
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
09:00 - 12:30
Room: Aula Accademia Peloritana
Contributions

09:00 Generative AI for Inverse Problems in Nuclear and Particle Physics - Yaohang Li

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 ML for cosmology - Marco Raveri (Istituto Nazionale di Fisica Nucleare)
12:30 Lunch
Lunch
12:30 - 14:00
Room: Aula Accademia Peloritana
14:00
14:00 - 17:30
Room: Aula Accademia Peloritana
Contributions

14:00 AI strategies in EU - Fosca Giannotti

14:30 Blending Neural Networks with Kernel Methods for Efficient Learning - Shuo Huang

15:00 PIKS: universal physics-informed learning with kernels - Joachim Bona-Pellissier

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)