YIC 2025

MS034A Recent Advances on Scientific Machine Learning and Data-Driven Approaches in Sustainability I

Main Organizer: Dr. Carmine Valentino ( University of Salerno , Italy )
Co-organized by: A. D'Inverno (SISSA, Italy), C. Scalone (University of L'Aquila, Italy), G. Speroni (Politecnico di Milano, Italy) and E. Temellini (Politecnico di Milano, Italy)

Fri, 19/09/2025
10:15 - 12:15
Sala Fisso L’Idea
MS034A

Chaired by:
Dr. Carmine Valentino (University of Salerno , Italy) , Dr. Ida Santaniello (University of Salerno , Italy)

Scheduled presentations:

Bayesian Modelling for Prediction and Uncertainty Quantification in Scientific Machine Learning
*D. Coscia, N. Demo, P. De Haan (CuspAI), M. Welling (University of Amsterdam), G. Rozza
Reduced Order Modeling and Control with Shallow Recurrent Decoder Networks
*M. Tomasetto (Politecnico di Milano), J. Williams (University of Washington), F. Braghin (Politecnico di Milano), A. Manzoni (Politecnico di Milano), N. Kutz (University of Washington)
Simulation Based Inference: Likelihood-free MCMC via Normalizing Flows and Variational Autoencoders
*G. Bottacini (Politecnico di Milano), M. Torzoni (Politecnico di Milano), A. Manzoni (Politecnico di Milano)
Discovering Stochastic Differential Equations from data
D. Conte (University of Salerno), *I. Santaniello (University of Salerno), D. Breda (University of Udine), M. Tanveer (University of Udine), R. D'Ambrosio (University of L'Aquila)

YIC2025

MS034A Recent Advances on Scientific Machine Learning and Data-Driven Approaches in Sustainability I

Scheduled presentations: