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Learning from data through the lens of (ocean) models, surrogates, and their derivatives
Presenter
- Patrick Heimbach
September 22, 2022
IMSI
Upscaling of Compositional Models for Single-Porosity and Discrete-Fracture-Matrix Systems
Presenter
- Lou Durlofsky
April 5, 2017
IPAM
Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience
Presenter
- Auroop Ganguly
October 31, 2022
IMSI
Accelerated Parametric Uncertainty Quantification and Optimal Data Acquisition in an Idealized Global Atmosphere Model
Presenter
- Oliver Dunbar
October 31, 2022
IMSI
Scalable Uncertainty Quantification and Parameter Estimation for High-Dimensional Environmental and Biological Systems
Presenter
- Guang Lin
October 9, 2012
ICERM
Non-Intrusive Algorithms for Measure-Theoretic Propagation of Uncertainties- Errors, Opportunities, and Challenges
Presenter
- Troy Butler
September 2, 2015
ICERM
Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty
Presenter
- Dominik Rothenhaeusler
March 9, 2022
SLMath
History Matching for Inverse Modelling in Physical and Biological Systems
Presenter
- Peter Challenor
April 24, 2020
ICERM
Hierarchical Bayesian Models for Inverse Problems and Uncertainty Quantification
August 20, 2018
SAMSI