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Hidden Physics Models: Machine Learning of Non-Linear Partial Differential Equations
Presenter
- Maziar Raissi
October 29, 2019
IPAM
Convergence rates of non-stationary and deep Gaussian process regression
Presenter
- Aretha Teckentrup
September 2, 2022
IMSI
Gaussian Process Regression Constrained by Boundary Value Problems
Presenter
- Mamikon Guilan
September 1, 2022
IMSI
New and Unique Materials from Dewetting of Pulsed-laser Melted, Multilayer Metallic Films at the Nanoscale: Experiments and Modeling
Presenter
- Mikhail Khenner
September 13, 2012
IMA
A brief review of progress and some remaining challenges in modelling plant development
Presenter
- Vince Gutschick
October 1, 2010
MBI
Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch
Presenter
- Jean Kossaifi
May 19, 2021
IPAM
Deep learning for universal linear embeddings of nonlinear dynamics
Presenter
- J. Nathan Kutz
February 14, 2019
IPAM
Leo Zhou - Quantum Advantages in Energy Minimization - IPAM at UCLA
Presenter
- Leo Zhou
November 9, 2023
IPAM
