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Learning spoken concepts from unlabeled audio-visual data
Presenter
- Karen Livescu
February 18, 2019
ICERM
Project Artie - An Artificial Student for Disciplines Informed by Partial Differential Equations
Presenter
- Anthony Patera
January 30, 2019
ICERM
Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks
Presenter
- Panos Stinis
January 29, 2019
ICERM
Data Driven Governing Equations Approximation Using Deep Neural Networks
Presenter
- Dongbin Xiu
January 29, 2019
ICERM
No equations, no variables, no parameters, no space and no time - some new and some old results in data-driven modeling of complex dynamical systems
Presenter
- Yannis Kevrekidis
January 29, 2019
ICERM
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