Name: 1st AI-INFN User Forum
Start: 2024-06-11T13:00:00+02:00
End: 2024-06-12T14:00:00+02:00
Location: Plesso Berti Pichat

1st AI-INFN User Forum

from Tuesday 11 June 2024 (13:00) to Wednesday 12 June 2024 (14:00)

Monday 10 June 2024
Tuesday 11 June 2024
14:30 Welcome and introduction - Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)
Welcome and introduction
- Lucio Anderlini (Istituto Nazionale di Fisica Nucleare)
14:30 - 14:40
Room: Room BP-2B
14:40 INFN-CNAF: status and perspectives - Luca Dell'Agnello (Istituto Nazionale di Fisica Nucleare)
INFN-CNAF: status and perspectives
- Luca Dell'Agnello (Istituto Nazionale di Fisica Nucleare)
14:40 - 15:00
Room: Room BP-2B
15:00
15:00 - 16:15
Room: Room BP-2B
Contributions

15:00 Enhancing Nodule segmentation Utilizing Attention U-Net: Insights from LUNA-16 Dataset - Arman Zafaranchi (Istituto Nazionale di Fisica Nucleare)

15:25 Use of a UNet network for the identification of cavities inside mines - Andrea Paccagnella (Istituto Nazionale di Fisica Nucleare Firenze)

15:50 Benchmarking image segmentation on AMD-Xilinx FPGAs - Valentina Sisini (INFN and University of Ferrara)
16:15 Coffee break
Coffee break
16:15 - 16:45
Room: Room BP-1A
16:45
16:45 - 18:05
Room: Room BP-2B
Contributions

16:45 HERD data classification - Luca Tabarroni (Istituto Nazionale di Fisica Nucleare)

17:10 Virtual Painting recoloring using Vision Transformer on Deep Embedded X-Ray Fluoresce synthetic dataset - Alessandro Bombini (Istituto Nazionale di Fisica Nucleare)

17:35 First Stages on Spectral Classification using Synthetic Datasets. - Fernando Garcia-Avello Bofias (Istituto Nazionale di Fisica Nucleare)
20:30 Social dinner
Social dinner
20:30 - 23:30
Wednesday 12 June 2024
09:15
09:15 - 10:30
Room: Room BP-2B
Contributions

09:15 AI-based approach for provider selection in the INDIGO PaaS Orchestration System of INFN Cloud - Luca Giommi (Istituto Nazionale di Fisica Nucleare)

09:40 Transformer-based models for scientific text classification - Giovanni Zurlo (Università di Giovanni)

10:05 Leveraging RAG Architecture for Effective Email Response Automation: a CNAF Tier-1 User Support use case - Alberto Trashaj (Università di Bologna)
10:30 Coffee break
Coffee break
10:30 - 11:00
Room: Room BP-1A
11:00
11:00 - 12:15
Room: Room BP-2B
Contributions

11:00 Multi-scale cross attention transformer encoder for $\tau$ lepton pair invariant mass reconstruction - Valentina Camagni (Universita & INFN, Milano-Bicocca (IT))

11:25 Hyperparameter Optimization for Deep Learning Models Using High Performance Computing - Muhammad Numan Anwar (Politecnico di Bari and Istituto Nazionale di Fisica Nucleare Bari, Italy)

11:50 Quantum Machine learning frameworks for charged particle tracking - Laura Cappelli (Istituto Nazionale di Fisica Nucleare)
12:15 Final remarks and closing - Elisabetta Ronchieri (Istituto Nazionale di Fisica Nucleare)
Final remarks and closing
- Elisabetta Ronchieri (Istituto Nazionale di Fisica Nucleare)
12:15 - 12:30
Room: Room BP-2B

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