The workshop aims to foster an interdisciplinary and international debate focused on the application of Machine Learning across various fields of engineering. The ultimate goal is to raise awareness of its current role while promoting the sharing of both technical and non-technical information. Each student participating in the event will have the opportunity to engage with academic AI experts, paving the way for future connections and potential collaborations.
Additionally, the seminar will provide some PhD students with the chance to present parts of their research projects to an audience of qualified professionals with international backgrounds and expertise in diverse disciplines.
The seminar will also give selected PhD students the chance to showcase their research to a diverse audience of internationally experienced and multidisciplinary professionals.
09:30-09:45
Registration
09:45-10:00
Insitutional greetings - Francesca di Puccio (University of Pisa)
10:00-10:30
Introduction to Machine Learning - Giorgio Stefano Gnecco (IMT Lucca)
10:30-11:00
Deep Generative Approach for Structural Materials Design - Chi-Hua Yu (National Cheng Kung University)
11:00-11:30
Towards Trustworthy AI: Federated Learning meets Explainability - Alessandro Renda (University of Pisa)
11:30-11:45
Coffee Break
11:45-12:15
A discussion about knowledge-based feature selection - Nicola Vanello (University of Pisa)
12:15-12:45
No more mesh refinements through AI: predicting plastic fields around notches from coarse elastic data - Tommaso Grossi (University of Pisa)
12:45-14:30
Buffet Lunch
14:30-15:00
Can we replace human intelligence with deep learning to investigate transport phenomena in chemical engineering?- Daniele Marchisio (Politecnico Torino)
15:00-15:30
AI systems as experimental technologies: ethical implications - Giacomo Zanotti (Politecnico Milano)
15:30-17:00
PhD Poster Session + Coffee Break
Presentations by PhD students
17:00-17:30
Event Closing and Farewell
Closing remarks and acknowledgments
Questo evento è stato finanziato dal "Bando per l’attribuzione di contributi per iniziative scientifiche organizzate dai dottorandi dell’Università di Pisa”.
