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

October 28 - November 1, 2019

Speaker List

Bjoern Baumeier (Max Planck Institute for Polymer Research)
Jelena Bradic (University of California, San Diego (UCSD), Mathematics)
Joan Bruna (New York University)
Steve Brunton (University of Washington)
Jens Eisert (Freie Universität Berlin)
Mohammad Farazmand (Massachusetts Institute of Technology)
Boumediene Hamzi (Imperial College)
Moritz Hardt (University of California, Berkeley (UC Berkeley))
Eurika Kaiser (University of Washington)
Petros Koumoutsakos (ETH Zurich)
Samory Kpotufe (Princeton University)
Gitta Kutyniok (Technische Universität Berlin, Program in Applied and Computational Mathematics)
Jean-Christophe Loiseau (École Nationale Supérieure d'Arts et Métiers)
John Maddocks (École Polytechnique Fédérale de Lausanne (EPFL))
Mauro Maggioni (Johns Hopkins University, Mathematics and Computer Science)
Krithika Manohar (California Institute of Technology, Computing and Mathematical Sciences)
Marina Meila (University of Washington, Statistics)
Klaus-Robert Müller (Technische Universität Berlin)
Bernd Noack (Centre National de la Recherche Scientifique (CNRS))
Paris Perdikaris (University of Pennsylvania)
Lukas Pospisil (USI Lugano, Switzerland)
Maziar Raissi (Brown University)
Aaditya Ramdas (Carnegie Mellon University, Machine Learning and Statistics)
Philippe Rigollet (Massachusetts Institute of Technology)
Christof Schuette (Freie Universität Berlin)
Denis Zorin (New York University)