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Machine Learning & HPC Enabled Prediction in Tokamaks
Presenter
- William Tang
September 13, 2025
ICERM
Markos Katsoulakis - Hamilton-Jacobi Equations, Mean-Field Games, and Optimal Control for Robust ML
Presenter
- Markos Katsoulakis
July 17, 2025
IPAM
Upscaling of dislocation dynamics via automated on-the-fly active learning workflows from atomistics
Presenter
- Soumendu Bagchi
May 14, 2024
IMSI
Juliane Mueller - Adaptive Computing and multi-fidelity learning - IPAM at UCLA
Presenter
- Juliane Mueller
May 4, 2023
IPAM
Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML
Presenter
- Anh Tran
April 22, 2025
IMSI
Molecular design blueprints: materials and catalysts from new simulation and machine learning tools
Presenter
- Heather Kulik
October 15, 2019
IPAM
Complexity vs Parsimony: The Challenge of Building Effective Nonlinear Dynamical Spatio-Temporal Forecasting Model
Presenter
- Chris Wikle
April 23, 2018
IMA
The adjoint-state method applied to the kinematic source inversion: from a benchmark to a real earthquake
Presenter
- Jean Virieux
May 5, 2017
IPAM
Sensitivity of cilia-induced transport to fluid rheology, axoneme structure, and dynein forcing
Presenter
- Sorin Mitran
October 17, 2012
MBI
