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Why Deep Learning Works: Heavy-Tailed Random Matrix Theory as an Example of Physics Informed Machine Learning
Presenter
- Michael Mahoney
October 14, 2019
IPAM
Metastability: a journey from stochastic processes to semiclassical analysis
Presenter
- Tony Lelièvre
October 16, 2017
IPAM
Global stability of a flat interface for the gravity-capillary water-wave model
Presenter
- Benoit Pausader
October 26, 2015
SLMath
Understanding the mechanisms of proton transport in hydrogen bonded media from first-principle molecular dynamics
Presenter
- Mark Tuckerman
November 8, 2013
IPAM
Integrable Stochastic Particle Systems and Macdonald Processes
Presenter
- Alexei Borodin
April 25, 2013
IAS
Using Quadratic Nonlinear Statistical Emulators to Facilitate Ocean Biogeochemical Data Assimilation
Presenter
- Chris Wikle
March 12, 2013
IMA
Entropy, chaos and weak Horseshoe for infinite dimensional Random dynamical systems
Presenter
- Wen Huang
October 24, 2012
IMA