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Michele Ceriotti - Physical insights from atomic-scale machine learning - IPAM at UCLA
Presenter
- Michele Ceriotti
January 11, 2023
IPAM
Integrating the spectral analysis of neural networks and nonlinear physics for explainability, generalizability, and stability
Presenter
- Pedram Hassanzadeh
November 4, 2022
IMSI
Learning from data through the lens of (ocean) models, surrogates, and their derivatives
Presenter
- Patrick Heimbach
September 22, 2022
IMSI
Anouar Benali - multideterminant many-body methods to describe ground and excited state properties
Presenter
- Anouar Benali
May 25, 2022
IPAM
Jianfeng Lu - Taming the dynamical sign problem in diagrammatic algorithms for open quantum systems
Presenter
- Jianfeng Lu
March 31, 2022
IPAM
Reinhold Schneider - Tensor Networks (QC-DMRG) in a Complete Active Space Coupled Cluster Method
Presenter
- Reinhold Schneider
March 29, 2022
IPAM
Characterizing Transitions in Developmental Biology using Topological Machine Learning
Presenter
- Dhananjay Bhaskar
December 17, 2021
ICERM
Post-merger mass ejection of binary neutron stars: low total-mass cases
Presenter
- Masaru Shibata
October 5, 2021
IPAM
Efficient time-stepping methods for the rotating shallow water equations
Presenter
- Thi- Thao Phuong- Hoang
September 23, 2021
ICERM
Devising energy-conserving finite element methods for wave propagation
Presenter
- Bernardo Cockburn
May 19, 2021
ICERM
Learning long-timescale behavior from short trajectory data
Presenter
- Jonathan Weare
May 11, 2021
IMSI