14 Ensemble Kalman filter for neural network-based one-shot inversion

DOI10.1515/9783110695984-014zbMath1491.65120arXiv2005.02039OpenAlexW3022179636MaRDI QIDQ5073483

Simon Weissmann, Philipp A. Guth, Claudia Schillings

Publication date: 29 April 2022

Published in: Optimization and Control for Partial Differential Equations (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2005.02039

zbMATH Keywords

neural networksinverse problemsone-shot optimizationensemble Kalman inversion

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Probabilistic methods, particle methods, etc. for boundary value problems involving PDEs (65N75) Bayesian inference (62F15) Derivative-free methods and methods using generalized derivatives (90C56) Numerical optimization and variational techniques (65K10) Learning and adaptive systems in artificial intelligence (68T05) Numerical methods for inverse problems for boundary value problems involving PDEs (65N21) Inverse problems in optimal control (49N45)

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