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A Two-Stage Markov Chain Monte Carlo Method for Seismic Inversion
Presenter
- Susan Minkoff
November 9, 2017
ICERM
Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
Presenter
- Maziar Raissi
June 7, 2017
ICERM
Tutorial: Uncertainty Quantification in FWI using Ensemble method
Presenter
- Romain Brossier
May 2, 2017
IPAM
Probabilistic Hazard Mapping and Uncertainty Quantification Based on Granular Flow Simulations
Presenter
- Elaine Spiller
December 16, 2013
IMA
Surrogate Response Surfaces in Global Optimization and Uncertainty Quantification of Computationally Expensive Simulations with PDE and Environmental Inverse Applications
Presenter
- Christine Shoemaker
June 10, 2011
IMA
Uncertainty Quantification and Generative Modeling Using Multi-fidelity Strategies
Presenter
- Alireza Doostan
March 5, 2025
IMSI
Structure-exploiting sparse grid approximations for efficient uncertainty quantification and surrogate model construction
Presenter
- Ionut Farcas
February 21, 2024
IMSI
Uncertainty Quantification of an ergodic process, and its application in Simulated-Based Optimization problems
Presenter
- Pooriya Beyhaghi
November 13, 2014
IPAM
Uncertainty quantification of shock interactions with complex environments
Presenter
- George Papanicolaou
June 3, 2011
IMA
Combining Stochastic Parameterized Reduced Order Models with Machine Learning for Data Assimilation and Uncertainty Quantification with Partial Observations
Presenter
- Nan Chen
October 31, 2022
IMSI
Uncertainty in wave propagation and imaging in random media
Presenter
- Josselin Garnier
November 13, 2017
IPAM