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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
Latent Variable Gaussian Process (LVGP) for Adaptive, Interpretable, and Multi-Fidelity Design of Emerging Materials and Structures
Presenter
- Wei Chen
April 1, 2025
IMSI
Computational Methods for Design under Uncertainty in Accelerating the Innovation of Complex Material Systems
Presenter
- Wei Chen
March 5, 2025
IMSI
The 3 R's and P's of Autonomous Driving: Robustness, Randomness, and Risk in Perception, Prediction, and Planning
Presenter
- Adrien Gaidon
October 5, 2020
IPAM
Global Geophysical Inversion and Uncertainty Quantification
Presenter
- Mrinal Sen
March 21, 2017
IPAM
Mathematical Analysis of Fluid-Solid Interaction in Blood Flow
Presenter
- Suncica Canic
July 30, 2013
IMA
Multi-model Ensemble Analysis with Neural Network Gaussian Processes
Presenter
- Trevor Harris
September 23, 2022
IMSI
Future Climate Projections from Multi-Model Ensembles: Motivations, Challenges, Approaches and Ways Forward
Presenter
- Claudia Tebaldi
April 19, 2007
SLMath
Model fitting and regularization (discrete optimization approach)
Presenter
- Yuri Boykov
July 24, 2013
IPAM
Climate Extreme Event Attribution and Extreme Value Theory
Presenter
- Phillippe Naveau
October 20, 2022
IMSI