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Data completion and stochastic algorithms for PDE inversion problems with many measurements

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Publication:2341368
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zbMath1312.65176arXiv1312.0707MaRDI QIDQ2341368

Farbod Roosta-Khorasani, Kees van den Doel, Uri M. Ascher

Publication date: 24 April 2015

Published in: ETNA. Electronic Transactions on Numerical Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1312.0707


zbMATH Keywords

inverse problemstochastic algorithmdata completionLaplacian regularization


Mathematics Subject Classification ID

Probabilistic methods, particle methods, etc. for boundary value problems involving PDEs (65N75) Inverse problems for PDEs (35R30) Numerical methods for inverse problems for boundary value problems involving PDEs (65N21)


Related Items (4)

Schur properties of convolutions of gamma random variables ⋮ Newton-type methods for non-convex optimization under inexact Hessian information ⋮ Data driven recovery of local volatility surfaces ⋮ Full Waveform Inversion Using Extended and Simultaneous Sources


Uses Software

  • RESINVM3D






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