September 6, 2019 Software Open Access

Umberto Villa; siddhantwahal; joshuawchen; Matthias Bussonnier; Eldar Khattatov; Christian Boehm

DataCite XML Export

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  <identifier identifierType="DOI">10.5281/zenodo.3401577</identifier>
  <creators>
    <creator>
      <creatorName>Umberto Villa</creatorName>
      <affiliation>Washington University in St Louis</affiliation>
    </creator>
    <creator>
      <creatorName>siddhantwahal</creatorName>
      <affiliation></affiliation>
    </creator>
    <creator>
      <creatorName>joshuawchen</creatorName>
      <affiliation></affiliation>
    </creator>
    <creator>
      <creatorName>Matthias Bussonnier</creatorName>
      <affiliation>UC Merced</affiliation>
    </creator>
    <creator>
      <creatorName>Eldar Khattatov</creatorName>
      <affiliation>ICES</affiliation>
    </creator>
    <creator>
      <creatorName>Christian Boehm</creatorName>
      <affiliation></affiliation>
    </creator>
  </creators>
  <titles>
    <title>hippylib/hippylib: Version 2.3.0</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2019</publicationYear>
  <dates>
    <date dateType="Issued">2019-09-06</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
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    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3401577</alternateIdentifier>
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    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/hippylib/hippylib/tree/2.3.0</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.596931</relatedIdentifier>
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  <version>2.3.0</version>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;ul&gt;
&lt;li&gt;Reimplement &lt;code&gt;BiLaplacianPrior&lt;/code&gt; and &lt;code&gt;MollifiedBiLaplacianPrior&lt;/code&gt; using a more general framework &lt;code&gt;SqrtPrecisionPDE_Prior&lt;/code&gt;, which also supports Gaussian vector fields.&lt;/li&gt;
&lt;li&gt;Update the prior distribution in &lt;code&gt;model_subsurf.py&lt;/code&gt; and &lt;code&gt;tutorial/3_SubsurfaceBayesian.ipynb&lt;/code&gt; to use Robin boundary conditions to alleviate boundary artifacts.&lt;/li&gt;
&lt;li&gt;Update the data misfit term in &lt;code&gt;model_ad_diff.py&lt;/code&gt; and &lt;code&gt;tutorial/4_AdvectionDiffusionBayesian.ipynb&lt;/code&gt; to use discrete observations in space and time.&lt;/li&gt;
&lt;/ul&gt;</description>
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