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The cgDNA sequence-dependent coarse-grain model of dsDNA: Bridging the scales from Molecular Dynamics to Bioinformatics
Presenter
- John Maddocks
October 30, 2019
IPAM
An Information Theoretic Approach to Validate Deep Learning-Based Algorithms
Presenter
- Gitta Kutyniok
October 30, 2019
IPAM
Hidden Physics Models: Machine Learning of Non-Linear Partial Differential Equations
Presenter
- Maziar Raissi
October 29, 2019
IPAM
Overcoming gradient pathologies in constrained neural networks
Presenter
- Paris Perdikaris
October 29, 2019
IPAM
Learning dynamical laws from data in classical and quantum settings
Presenter
- Jens Eisert
October 29, 2019
IPAM
Chaotic convection and Lorenz-like dynamics/A brief overview of SINDy
Presenter
- Jean-Christophe Loiseau
October 29, 2019
IPAM
Discovering interpretable and generalizable dynamical systems from data
Presenter
- Steve Brunton
October 29, 2019
IPAM
Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces
Presenter
- Boumediene Hamzi
October 28, 2019
IPAM
Multiscale analysis of accelerated gradient methods in machine learning
Presenter
- Mohammad Farazmand
October 28, 2019
IPAM