hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems Governed by PDEs; Part I: Deterministic Inversion and Linearized Bayesian Inference

9 September 2019

Papers citing "hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems Governed by PDEs; Part I: Deterministic Inversion and Linearized Bayesian Inference"

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Title
A randomized maximum a posterior method for posterior sampling of high dimensional nonlinear Bayesian inverse problems Kainan Wang T. Bui-Thanh Omar Ghattas 28 46 0 11 Feb 2016
Fast Bayesian Optimal Experimental Design for Seismic Source Inversion Q. Long Mohammad Motamed Raúl Tempone 31 51 0 27 Feb 2015
Scalable and efficient algorithms for the propagation of uncertainty from data through inference to prediction for large-scale problems, with application to flow of the Antarctic ice sheet T. Isaac N. Petra G. Stadler Omar Ghattas PINN 39 153 0 05 Oct 2014
Likelihood-informed dimension reduction for nonlinear inverse problems Tiangang Cui James Martin Youssef M. Marzouk A. Solonen Alessio Spantini 55 158 0 19 Mar 2014