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hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems Governed by PDEs; Part I: Deterministic Inversion and Linearized Bayesian Inference.
Umberto Villa
Noemi Petra
Omar Ghattas
Published in:
CoRR (2019)
Keyphrases
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bayesian inference
probabilistic model
inverse problems
image reconstruction
hierarchical bayesian
emission tomography
image processing
higher order
level set
evolutionary algorithm
graphical models
image denoising
prior information
partial differential equations
convex optimization