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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:
ACM Trans. Math. Softw. (2021)
Keyphrases
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bayesian inference
probabilistic model
inverse problems
image reconstruction
partial differential equations
prior information
image processing
hyperparameters
machine learning
high quality
multi objective
hierarchical bayesian
emission tomography