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2nd AI-INFN Advanced Hackathon

24–27 Nov 2025
Collegio Borromeo, Pavia
Europe/Rome timezone

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Session

Flash seminars

24 Nov 2025, 14:30
Collegio Borromeo, Pavia

Collegio Borromeo, Pavia

Piazza del Collegio Borromeo, 9, 27100 Pavia PV

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

Presentation materials

There are no materials yet.

  1. 38. Developing Artificial Intelligence in the Cloud: the AI_INFN platform & InterLink
    Rosa Petrini (Istituto Nazionale di Fisica Nucleare)
    24/11/2025, 14:30
  2. 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
  3. 40. Neural Network for Classification and Assembly of Nuragic Amphorae
    Marta Magalini (Istituto Nazionale di Fisica Nucleare)
    24/11/2025, 15:10
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 53. Flow-Based Synthetic Data Generation for Fluorescence Spheroid Images
    mariachiara stellato (University of Bologna)
    25/11/2025, 09:55
  11. 54. Novel Artificial Intelligence approaches for Redness Hyperemia Analysis
    Tommaso Giacometti (Istituto Nazionale di Fisica Nucleare)
    25/11/2025, 10:15
  12. 57. Learning time-varying Gaussian quantum lossy channels
    Angela Rosy Morgillo (Istituto Nazionale di Fisica Nucleare)
    25/11/2025, 12:25
  13. 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
  14. 61. Machine Learning for K0 Event Reconstruction in the LHCf Experiment
    Andrea Paccagnella (Istituto Nazionale di Fisica Nucleare)
    26/11/2025, 09:35
  15. 62. GN3: The Latest Transformer-Based Flavour Tagging Algorithm in ATLAS
    Michele D'Andrea (Istituto Nazionale di Fisica Nucleare)
    26/11/2025, 09:55
  16. 63. Deep Learning-Based identification of soft taus in the L1 Scouting stream for Phase-2
    Valentina Camagni (Universita & INFN, Milano-Bicocca (IT))
    26/11/2025, 10:15
  17. 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
  18. 69. Application of Artificial Intelligence Techniques to Tracking Systems in Space Experiments
    Dr Federica Cuna (Istituto Nazionale di Fisica Nucleare- Sezione di Bari)
    27/11/2025, 10:05
  19. 70. Hybrid Theory-Simulation Machine Learning Approach to Backtracing
    Luca Tabarroni (Istituto Nazionale di Fisica Nucleare)
    27/11/2025, 11:00
  20. 49. Control-Integrated Pipeline for Diseasome Analysis: A Case Study on Hypertension Comorbidities
    Alice Magnoni (Istituto Nazionale di Fisica Nucleare)
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