2nd AI-INFN Advanced Hackathon

Session

Flash seminars

24 Nov 2025, 14:30

Collegio Borromeo, Pavia

Conveners

Flash seminars: Innovative applications of Deep Learning

• Luca Clissa (Istituto Nazionale di Fisica Nucleare)

Flash seminars: Medical Physics 1

• There are no conveners in this block

Flash seminars: Medical Physics 2

• Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)

Flash seminars: Quantum Machine Learning

• Laura Cappelli (Istituto Nazionale di Fisica Nucleare)

Flash seminars: High Energy Physics

• There are no conveners in this block

Flash seminars

• There are no conveners in this block

Flash seminars: Astroparticles

• There are no conveners in this block

Flash seminars: Astroparticles 2

• There are no conveners in this block

38. Developing Artificial Intelligence in the Cloud: the AI_INFN platform & InterLink

Rosa Petrini (Istituto Nazionale di Fisica Nucleare)

24/11/2025, 14:30

39. ARDE: Neural network-based algorithms for discrimination between electrons and γ-rays

Naomi Marchini (Istituto Nazionale di Fisica Nucleare)

24/11/2025, 14:50

40. Neural Network for Classification and Assembly of Nuragic Amphorae

Marta Magalini (Istituto Nazionale di Fisica Nucleare)

24/11/2025, 15:10

41. Crop Classification using High-Performance Deep Learning Predictive Models for Agricultural Yields Analysis

Andrea Miola (Istituto Nazionale di Fisica Nucleare, University of Ferrara)

24/11/2025, 15:30

42. Methodology insights of computing resource intensive analysis: the case of MGMT prediction on multiparametric MRI of patients with glioblastoma

Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)

24/11/2025, 16:30

43. AI-Driven Quantitative Imaging in Medical Physics: From Clinical Nuclear Medicine in Prostate Cancer to Preclinical Radiobiology Models

Giovanni Pasini (Istituto Nazionale di Fisica Nucleare)

24/11/2025, 16:45

44. CycleGAN for Kernel-to-Kernel CT Harmonization and Low-Dose CT Denoising via Transfer Learning

Francesca Camagni (Istituto Nazionale di Fisica Nucleare)

24/11/2025, 17:00

45. Development and Integration of an Automatic Patient Positioning Algorithm for BNCT within the IT_STARTS Treatment Planning System

Ms Cristina Pezzi (Istituto Nazionale di Fisica Nucleare)

24/11/2025, 17:15

48. AI-assisted Thrombus Segmentation in Acute Ischemic Stroke Patients: a Multi-Disciplinary Approach

Giada Minghini, Giada Minghini (Istituto Nazionale di Fisica Nucleare)

24/11/2025, 17:30

49. Control-Integrated Pipeline for Diseasome Analysis: A Case Study on Hypertension Comorbidities

Alice Magnoni (Istituto Nazionale di Fisica Nucleare)

24/11/2025, 17:45

53. Flow-Based Synthetic Data Generation for Fluorescence Spheroid Images

Tommaso Giacometti (Istituto Nazionale di Fisica Nucleare)

25/11/2025, 09:55

54. Novel Artificial Intelligence approaches for Redness Hyperemia Analysis

mariachiara stellato (University of Bologna)

25/11/2025, 10:15

57. Learning time-varying Gaussian quantum lossy channels

Angela Rosy Morgillo (Istituto Nazionale di Fisica Nucleare)

25/11/2025, 12:25

58. Quantum Machine Learning for High-Energy Physics: A Quantum Neural Network Approach

Eric Ballabene (Istituto Nazionale di Fisica Nucleare)

25/11/2025, 12:45

61. Machine Learning for K0 Event Reconstruction in the LHCf Experiment

Andrea Paccagnella (Istituto Nazionale di Fisica Nucleare)

26/11/2025, 09:35

62. GN3: The Latest Transformer-Based Flavour Tagging Algorithm in ATLAS

Michele D'Andrea (Istituto Nazionale di Fisica Nucleare)

26/11/2025, 09:55

63. Deep Learning-Based identification of soft taus in the L1 Scouting stream for Phase-2

Francesca Camagni (Istituto Nazionale di Fisica Nucleare), Valentina Camagni (Universita & INFN, Milano-Bicocca (IT))

26/11/2025, 10:15

67. FPGA-based Deep Processing Units for Biomedical Segmentation: A U-Net Benchmarking Study

Valentina Sisini (Istituto Nazionale di Fisica Nucleare)

26/11/2025, 12:45

69. Application of Artificial Intelligence Techniques to Tracking Systems in Space Experiments

27/11/2025, 10:05

70. Hybrid Theory-Simulation Machine Learning Approach to Backtracing

Luca Tabarroni (Istituto Nazionale di Fisica Nucleare)

27/11/2025, 11:00