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hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems Governed by PDEs

Villa, Umberto; Petra, Noemi; Ghattas, Omar

  • Switch to GitHub Actions for CI
  • Introduce a new function BiLaplacianComputeCoefficients to estimate the PDE coefficient based on a prescribed marginal variance and correlation length
  • Allow BiLaplacianPrior to take spatially varying coefficients as input
  • Add support for non-Gaussian noise models
  • Introduce utilities to interpolate cartesian data (expressed as numpy arrays) on a dolfin mesh.
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Publication date:
December 21, 2022
DOI:
10.5281/zenodo.7471119

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Versions

Version 3.1.0 10.5281/zenodo.7471119 Dec 21, 2022
Version 3.0.0 10.5281/zenodo.3634136 Feb 2, 2020
Version 2.3.0 10.5281/zenodo.3401577 Sep 6, 2019
Version 2.2.1 10.5281/zenodo.2614052 Mar 29, 2019
Version 2.2.0 10.5281/zenodo.2229277 Dec 12, 2018
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Cite all versions? You can cite all versions by using the DOI 10.5281/zenodo.596931. This DOI represents all versions, and will always resolve to the latest one. Read more.

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