Posts by Collection

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Uncertainty Quantification on target regions under indirect measurements with applications to volcano geophysics

Published: July 10, 2019

Bayesian Inversion in Geophysics with a Functional Point of View

Published: December 12, 2019

Methods for out-of-memory Bayesian Inversion with a View towards Optimal Design of Experiments

Published: August 17, 2020

Implicit Update for Large-Scale Inversion under GP prior

Published: January 21, 2021

Implicit Update for Large-Scale Inversion under GP prior

Published: April 23, 2021

Fast, large scale Gaussian Process-based Bayesian inversion for set estimation in Geophysics

Published: April 28, 2021

poster event website

Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors, with Applications to Geophysics

Published: August 25, 2021

slides event website

Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors, with Applications to Geophysics

Published: September 07, 2021

Gaussian Process for Excursion Set Estimation: Example Applications

Published: January 10, 2022

slides event website

Uncertainty Quantification and Experimental Design for Large-Scale Inverse Problems, with Applications to Geophysics

Published: April 14, 2022

Universal Inversion: Extending Universal Kriging to Include Trends in Bayesian Inverse Problems

Published: June 07, 2022

slides event website

Bayesian Inversion for Excursion Set Recovery: Including known Trends and Perspectives toward Sequential Uncertainty Reduction

Published: October 21, 2022

Universal Inversion: a Framework for Infusing Expert Knowledge in Bayesian Inverse Problems

Published: February 28, 2023

Non-sequential Ensemble Kalman Filtering using Distributed Arrays

Published: June 20, 2023

AI for the Life Sciences

Published: August 22, 2024