Workshop III: Validation and Guarantees in Learning Physical Models: from Patterns to Governing Equations to Laws of Nature

Part of the Long Program Machine Learning for Physics and the Physics of Learning

October 28 - November 1, 2019

Speaker List

Bjoern Baumeier (Technische Universiteit Eindhoven)
Jelena Bradic (University of California, San Diego (UCSD))
Joan Bruna (New York University)
Bing Brunton (University of Washington)
Steve Brunton (University of Washington)
Jens Eisert (Freie Universität Berlin)
Mohammad Farazmand (North Carolina State University)
Boumediene Hamzi (Imperial College)
Stefan Klus (Freie Universität Berlin)
Petros Koumoutsakos (ETH Zurich)
Samory Kpotufe (Princeton University)
Gitta Kutyniok (Technische Universität Berlin)
Jean-Christophe Loiseau (École Nationale Supérieure d'Arts et Métiers)
John Maddocks (École Polytechnique Fédérale de Lausanne (EPFL))
Mauro Maggioni (Johns Hopkins University)
Krithika Manohar (California Institute of Technology)
Marina Meila (University of Washington)
Klaus-Robert Müller (Technische Universität Berlin)
Paris Perdikaris (University of Pennsylvania)
Lukas Pospisil (Technical University of Ostrava (VŠB))
Maziar Raissi (Brown University)
Aaditya Ramdas (Carnegie Mellon University)
Christof Schuette (Freie Universität Berlin)
Denis Zorin (New York University)