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Nonlinear reduced-order modeling - Using machine learning to enable extreme-scale simulation for many-query problems
Presenter
- Kevin Carlberg
January 29, 2019
ICERM
Data-driven model discovery and coordinate embeddings for physical systems
Presenter
- J. Nathan Kutz
January 29, 2019
ICERM
Deep Neural Networks and Partial Differential Equations - Approximation Theory and Structural Properties
Presenter
- Philipp Petersen
January 29, 2019
ICERM
Hidden Physics Models - Machine Learning of Non-Linear Partial Differential Equations
Presenter
- Maziar Raissi
January 28, 2019
ICERM
Which ReLU Net Architectures Give Rise to Exploding and Vanishing Gradients
Presenter
- Boris Hanin
January 28, 2019
ICERM
Causal Inference, Uncertainty, and Health Policy Decision Making
Presenter
- Sharon-Lise Normand
January 17, 2019
ICERM
Learning to Personalize from Observational Data Under Unobserved Confounding
Presenter
- Nathan Kallus
January 17, 2019
ICERM