Start date cannot be after end date.
Learning Collective Variables and Kernels from Observations
Presenter
- Ming Zhong
April 26, 2024
IMSI
Learning reaction coordinates and finding optimal model parameters from sampled trajectory ensembles
Presenter
- Peter Bolhuis
April 24, 2024
IMSI
Leveraging Multi-time Hamilton Jacobi PDEs for Certain Scientific Machine Learning Problems
Presenter
- Paula Chen
June 9, 2023
ICERM
Integrating the spectral analysis of neural networks and nonlinear physics for explainability, generalizability, and stability
Presenter
- Pedram Hassanzadeh
November 4, 2022
IMSI
Smashing Cities and Planets with Rare Event Sampling and AI
Presenter
- Dorian Abbot
November 1, 2022
IMSI
Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience
Presenter
- Auroop Ganguly
October 31, 2022
IMSI
Introduction to Machine Learning for Gravitational Wave Astronomy (Part 2/2): Variational models and Dictionary learning
Presenter
- Antonio Marquina
September 21, 2021
IPAM
Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall
Presenter
- Mikyoung Jun
March 5, 2021
IMSI
Causality and machine learning for scientific discovery
Presenter
- Jelena Bradic
October 31, 2019
IPAM
Geometric and Machine Learning Methods for the Approximation of High-dimensional Dynamical Systems
Presenter
- Mauro Maggioni
October 26, 2016
IPAM