Software Open Access

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

Villa, Umberto; Petra, Noemi; Ghattas, Omar


Dublin Core Export

<?xml version='1.0' encoding='utf-8'?>
<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Villa, Umberto</dc:creator>
  <dc:creator>Petra, Noemi</dc:creator>
  <dc:creator>Ghattas, Omar</dc:creator>
  <dc:date>2022-12-21</dc:date>
  <dc:description>
	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.
</dc:description>
  <dc:description>If you use this software, please cite it as below.</dc:description>
  <dc:identifier>https://zenodo.org/record/7471119</dc:identifier>
  <dc:identifier>10.5281/zenodo.7471119</dc:identifier>
  <dc:identifier>oai:zenodo.org:7471119</dc:identifier>
  <dc:relation>url:https://github.com/hippylib/hippylib/tree/3.1.0</dc:relation>
  <dc:relation>doi:10.5281/zenodo.596931</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:title>hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems Governed by PDEs</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>
778
1,215
views
downloads
All versions This version
Views 77852
Downloads 1,21567
Data volume 384.6 MB27.1 MB
Unique views 63847
Unique downloads 1,07263

Share

Cite as