Name: AI@INFN - Artificial Intelligence at INFN
Start: 2022-05-02T09:00:00+02:00
End: 2022-05-03T16:40:00+02:00
Location: Hotel Europa

AI@INFN - Artificial Intelligence at INFN

from Monday, May 2, 2022 (9:00 AM) to Tuesday, May 3, 2022 (4:40 PM)

Monday, May 2, 2022
10:45 AM Welcome - Eugenio Scapparone (INFN BO) Antonio Zoccoli (Univ. di Bologna, INFN) Luca Dell'Agnello (INFN CNAF) Alberto Quaranta (Univ. di Trento, INFN TIFPA)
Welcome
- Eugenio Scapparone (INFN BO)
- Antonio Zoccoli (Univ. di Bologna, INFN)
- Luca Dell'Agnello (INFN CNAF)
- Alberto Quaranta (Univ. di Trento, INFN TIFPA)
10:45 AM - 11:15 AM
Room: Sala Roma
11:15 AM
11:15 AM - 1:00 PM
Room: Sala Roma
Contributions

11:15 AM State of the art and challenges in AI - Daniel Remondini (Univ. di Bologna, INFN)

11:40 AM Ethical Challenges in AI - Anna Monreale (Univ. di Pisa)

12:05 PM Quantum Machine Learning in High Energy Physics - Sofia Vallecorsa (CERN)

12:30 PM AI in Italy: Status and Perspectives - Rita Cucchiara (Univ. di Modena e Reggio Emilia)
1:00 PM Lunch
Lunch
1:00 PM - 2:00 PM
2:00 PM Session II
Session II
2:00 PM - 2:45 PM
Room: Sala Roma
Contributions

2:00 PM The INFN computing infrastructure and Machine Learning - Davide Salomoni (INFN CNAF)

2:25 PM The ML_INFN initiative - Lucio Anderlini (INFN FI)
2:45 PM INFN Perspectives on AI and Computing - Gianpaolo Carlino (INFN NA) Giacomo Cuttone (INFN LNS) Cinzia Talamonti (Univ. di Firenze, INFN) Diego Bettoni (INFN FE) Pierluigi Campana (INFN LNF) Daniele Bonacorsi (Univ. di BO, INFN) Roberto Bellotti (Univ. di Bari & INFN) Alberto Quaranta (Univ. di Trento, INFN TIFPA) Marco Ciuchini (INFN RM3)
INFN Perspectives on AI and Computing
- Gianpaolo Carlino (INFN NA)
- Giacomo Cuttone (INFN LNS)
- Cinzia Talamonti (Univ. di Firenze, INFN)
- Diego Bettoni (INFN FE)
- Pierluigi Campana (INFN LNF)
- Daniele Bonacorsi (Univ. di BO, INFN)
- Roberto Bellotti (Univ. di Bari & INFN)
- Alberto Quaranta (Univ. di Trento, INFN TIFPA)
- Marco Ciuchini (INFN RM3)
2:45 PM - 4:00 PM
Room: Sala Roma
4:00 PM coffee break
coffee break
4:00 PM - 4:30 PM
4:30 PM
4:30 PM - 6:05 PM
Room: Sala Roma
Contributions

4:30 PM Fast inference of deep neural networks in FPGAs - Maurizio Pierini (CERN)

4:55 PM Tensor network machine learning - Simone Montangero (Univ. di Padova)

5:20 PM Generalization in Quantum Machine Learning: A Quantum Information Standpoint - Leonardo Banchi (Univ. di FI, INFN)

5:45 PM AI-oriented initiatives in INFN4LS - Giacinto Donvito (INFN BA)
Tuesday, May 3, 2022
9:00 AM I
I
9:00 AM - 11:00 AM
Room: Sala Roma
Contributions

9:00 AM ML in HEP experiments - Andrea Rizzi (Univ. di Pisa, INFN)

9:25 AM Gravitational wave science with Machine Learning - Elena Cuoco (EGO & INFN PI)

9:50 AM Deep Learning in Medical Image Analysis - Francesca Lizzi (SNS, INFN PI)

10:10 AM Using X-ray technologies and deep neural networks for digital restoration of paintings: the CHNet AIRES-CH project - Alessandro Bombini (INFN FI)

10:30 AM Learning Likelihoods - Riccardo Torre (INFN GE)

10:50 AM Discussion
11:00 AM coffee break
coffee break
11:00 AM - 11:30 AM
Room: Sala Roma
11:30 AM II
II
11:30 AM - 1:00 PM
Room: Sala Roma
Contributions

11:30 AM Cognitive and energetic benefits of awake/sleep cycles during incremental learning in spiking neural networks - Pier Stanislao Paolucci (INFN RM1)

11:55 AM Explainable and Interpretable AI in multidisciplinary applications - Stefano Giagu (Univ. di Roma Sapienza, INFN)

12:20 PM Trustworthy AI in medical applications - Angela Lombardi (Univ. di Bari, INFN)

12:40 PM Modeling Nuclear Physics Datasets with novel artificial intelligence approaches - Daniele Dell'Aquila (Univ. di Sassari, INFN LNS)
1:00 PM Lunch
Lunch
1:00 PM - 2:00 PM
Room: Sala Roma
2:00 PM III
III
2:00 PM - 3:25 PM
Room: Sala Roma
Contributions

2:00 PM Applications of ML methods to dark matter search - Giovanni Mazzitelli (INFN LNF)

2:25 PM AI for autonomous particle accelerator operations - Stefano Pioli (INFN LNF)

2:45 PM AI-assisted R&D of advanced experimental systems - Cristiano Fanelli (MIT)

3:05 PM APEIRON: a heterogeneous computing platform for real-time inference - Paolo Cretaro (INFN RM1)
3:25 PM Final discussion and closing remarks - Alberto Quaranta (Univ. di Trento, INFN TIFPA)
Final discussion and closing remarks
- Alberto Quaranta (Univ. di Trento, INFN TIFPA)
3:25 PM - 4:30 PM
Room: Sala Roma

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