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

Villa, Umberto; Petra, Noemi; Ghattas, Omar


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    "description": "<ul>\n\t<li>Switch to GitHub Actions for CI</li>\n\t<li>Introduce a new function <code>BiLaplacianComputeCoefficients</code> to estimate the PDE coefficient based on a prescribed marginal variance and correlation length</li>\n\t<li>Allow <code>BiLaplacianPrior</code> to take spatially varying coefficients as input</li>\n\t<li>Add support for non-Gaussian noise models</li>\n\t<li>Introduce utilities to interpolate cartesian data (expressed as <code>numpy</code> arrays) on a <code>dolfin</code> mesh.</li>\n</ul>", 
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    "title": "hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems Governed by PDEs", 
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