2023
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2020
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10 Dec 2020
Enrique Zuazua
Turnpike control and deep learning

12 Nov 2020
Omar Ghattas
Parsimonious structure-exploiting deep neural network surrogates for Bayesian inverse problems

29 Oct 2020
Jan S. Hesthaven
Nonintrusive reduced order models using physics informed neural networks

17 Sep 2020
Maxime Sermesant
Artificial Intelligence and Personalised Cardiac Modelling: Learning by Heart

16 Jul 2020
Gitta Kutyniok
Deep Learning meets Parametric Partial Differential Equations

25 Jun 2020
George Karniadakis
Physics-Informed Neural Networks (PINNs): An alphabet of Algorithms for Diverse Applications

30 Jan 2020
Pierluigi Contucci
A mathematical-physics approach to machine learning

23 Jan 2020