Florence's workshop on "Artificial Intelligence for Physical Sciences" (AI4Phys)

Wednesday 29 Jan 2025, 09:20 → 17:30 Europe/Rome

Aula B (Edificio Garbasso, Dipartimento di Fisica e Astronomia)

Alessandro Bombini (INFN), Francesco Belfiore (Istituto Nazionale di Astrofisica (INAF)), Lorenzo Buffoni (University of Florence), Michele Ginolfi (Istituto Nazionale di Astrofisica (INAF)), Sandra Doria (CNR)

We are living in an era where artificial intelligence (AI) is transforming the way we conduct research, accelerating scientific discoveries. AI has already contributed to numerous breakthroughs, and its role in shaping the future of science will only continue to grow.

In the Florentine area, many groups across various institutes—such as the Department of Physics and Astronomy, INAF, CNR, and INFN—are conducting cutting-edge research that leverages AI in diverse fields, including astronomy, complex systems, high-energy physics, biophysics, medical physics, quantum physics etc. We believe this presents a unique opportunity to establish a broad inter-institute collaboration on AI4Physics.

Please note that the program is currently in the process of being finalized.

We kindly ask you to register to adjust catering needs.

 

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Science Talks

1 Welcome from the Organisers

2 Machine Learning in Astrophysics

Speaker: Francesco Belfiore

3 Machine Learning in Complex Systems

Speaker: Duccio Fanelli

4 Quantum Machine Learning

Speaker: Leonardo Banchi

5 AI applications in Medical Physics

Speaker: Sandra Doria

11:00 Coffee break & Discussion

Science Talks

6 Machine Learning in Particle Physics

Benedetta

Speaker: Benedetta Camaiani

7 AI applications in Biophysics and Neuroscience

Speaker: Simona Olmi

8 AI applications in Optics

Speaker: Massimo Gurioli

9 Computing infrastructures for AI

Speaker: Lucio Anderlini

13:20 Lunch

Round table discussions