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Leveraging Multi-time Hamilton Jacobi PDEs for Certain Scientific Machine Learning Problems
Presenter
- Paula Chen
June 9, 2023
ICERM
Plenary Talk: Mathematics in Data Science: Advancing Scientific Discovery
Presenter
- Rebecca Willett
June 8, 2023
IMSI
Leveraging Data Science and Machine Learning for Optimal Global Health Outcomes
Presenter
- Joan LaRovere
May 17, 2023
IMSI
Ellen Zhoung - Machine learning for determining protein structure and dynamics from cryo-EM images
Presenter
- Ellen Zhong
November 14, 2022
IPAM
Introduction to Machine Learning for Gravitational Wave Astronomy (Part 2/2): Variational models and Dictionary learning
Presenter
- Antonio Marquina
September 21, 2021
IPAM
Integrating Artificial Intelligence / Machine Learning with Data Assimilation - towards the initialization of subseasonal-to-seasonal (S2S) prediction
Presenter
- Steve Penny
August 23, 2021
ICERM
Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall
Presenter
- Mikyoung Jun
March 5, 2021
IMSI
Machine Learning for Robotics: Achieving Safety, Performance and Reliability by Combining Models and Data in a Closed-Loop System Architecture
Presenter
- Angela Schoellig
February 28, 2020
IPAM
Causality and machine learning for scientific discovery
Presenter
- Jelena Bradic
October 31, 2019
IPAM
High-throughput experimentation and machine learning for materials discovery
Presenter
- Ichiro Takeuchi
October 4, 2017
IPAM
Geometric and Machine Learning Methods for the Approximation of High-dimensional Dynamical Systems
Presenter
- Mauro Maggioni
October 26, 2016
IPAM