Bayesian model inversion using stochastic spectral embedding

15 May 2020

Papers citing "Bayesian model inversion using stochastic spectral embedding"

8 / 8 papers shown

Title
Maximum a Posteriori Estimation for Linear Structural Dynamics Models Using Bayesian Optimization with Rational Polynomial Chaos Expansions Felix Schneider I. Papaioannou Bruno Sudret Gerhard Muller 23 1 0 07 Aug 2024
Dimensionality reduction can be used as a surrogate model for high-dimensional forward uncertainty quantification Jungho Kim Sang-ri Yi Ziqi Wang 19 5 0 07 Feb 2024
Bayesian tomography using polynomial chaos expansion and deep generative networks G. Meles Macarena Amaya Shiran Levy S. Marelli N. Linde 11 2 0 09 Jul 2023
Multielement polynomial chaos Kriging-based metamodelling for Bayesian inference of non-smooth systems J. C. García-Merino C. Calvo-Jurado E. Martínez-Paneda E. García-Macías 22 10 0 05 Dec 2022
Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors Cédric Travelletti D. Ginsbourger N. Linde 30 3 0 08 Sep 2021
Rare event estimation using stochastic spectral embedding Paul Wagner S. Marelli I. Papaioannou D. Štraub Bruno Sudret 17 15 0 09 Jun 2021
Stochastic spectral embedding S. Marelli Paul Wagner C. Lataniotis Bruno Sudret 6 23 0 09 Apr 2020
MCMC using Hamiltonian dynamics Radford M. Neal 187 3,267 0 09 Jun 2012