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Computational Methods for Design under Uncertainty in Accelerating the Innovation of Complex Material Systems
Presenter
- Wei Chen
March 5, 2025
IMSI
Global Geophysical Inversion and Uncertainty Quantification
Presenter
- Mrinal Sen
March 21, 2017
IPAM
Tutorial on Conformal Prediction and Distribution-Free Uncertainty Quantification
Presenter
- Anastasios Angelopoulos
March 31, 2023
IMSI
Data-Driven Discovery of Geophysical Dynamics with Uncertainty Quantification
Presenter
- Chris Wikle
September 23, 2022
IMSI
Low-rank tensor methods for simulation, optimization and uncertainty quantification of parametric PDEs
Presenter
- Peter Benner
October 15, 2018
IPAM
Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control
Presenter
- Wei Chen
April 23, 2025
IMSI
Reduced order model enhanced preconditioner for parametric radiative transfer equation
Presenter
- Zhichao Peng
January 9, 2025
ICERM
Hierarchy and intrinsic structure for a more credible validation
Presenter
- Roger Ghanem
May 14, 2021
IMSI
Data driven Reduced Order Modeling for inverse scattering
Presenter
- Liliana Borcea
May 13, 2021
IMSI
Elucidating ecological complexity: Unsupervised learning determines global marine eco-provinces
Presenter
- Maike Sonnewald
May 12, 2021
IMSI
High-order Modeling of Parametric Systems in Uncertainty Quantification II
Presenter
- Akil Narayan
June 19, 2015
IMA
High-order Modeling of Parametric Systems in Uncertainty Quantification I
Presenter
- Akil Narayan
June 18, 2015
IMA