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Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control
Presenter
- Wei Chen
April 23, 2025
IMSI
Exploiting linear models for transferability and long-range interactions
Presenter
- Julien Lam
April 11, 2024
IMSI
Big Data in Nanoporous Materials Design: Science beyond Understanding
Presenter
- Berend Smit
March 25, 2024
IMSI
Leveraging Multi-time Hamilton Jacobi PDEs for Certain Scientific Machine Learning Problems
Presenter
- Paula Chen
June 9, 2023
ICERM
Maxim Ziatdinov - From Human-Centric to AI-Driven Experimentation Workflows for Materials
Presenter
- Maxim Ziatdinov
May 2, 2023
IPAM
Ian Robinson - Progress towards Machine Learning Phasing for Bragg Coherent Diffractive Imaging
Presenter
- Ian Robinson
October 13, 2022
IPAM
Gero Friesecke - Fast algorithm for the strong-interaction limit of density functional theory
Presenter
- Gero Friesecke
March 29, 2022
IPAM
Random batch method for interacting particle systems and mean field limit
Presenter
- Jian-Guo Lui
November 3, 2021
IMSI
Navigating colloidal design space with machine learning
Presenter
- Matthew Spellings
December 7, 2016
IPAM
