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LLNL · Oct 17, 2024 · 1466490 · 1466490
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diff --git a/.buildinfo b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 994f2d81c2294279c2d513a2aaed306b
+config: 6f41409453918bc73a4225956bc5b10b
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
diff --git a/.doctrees/index.doctree b/.doctrees/index.doctree
diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt
@@ -6,10 +6,10 @@
 LaSDI documentation
 ===================
 
-Add your content using ``reStructuredText`` syntax. See the
-`reStructuredText <https://www.sphinx-doc.org/en/master/usage/restructuredtext/index.html>`_
-documentation for details.
-
+LaSDI is a light-weight python package for Latent Space Dynamics Identification.
+LaSDI maps full-order PDE solutions to a latent space using autoencoders and learns the system of ODEs governing the latent space dynamics.
+By interpolating and solving the ODE system in the reduced latent space, fast and accurate ROM predictions can be made by feeding the predicted latent space dynamics into the decoder.
+It also supports parametric interpolation of latent dynamics according to uncertainties evaluated via Gaussian process.
 
 .. toctree::
    :maxdepth: 2

diff --git a/autoapi/index.html b/autoapi/index.html
@@ -122,7 +122,7 @@ <h1>API Reference<a class="headerlink" href="#api-reference" title="Permalink to
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/enums/index.html b/autoapi/lasdi/enums/index.html
@@ -180,7 +180,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/fd/index.html b/autoapi/lasdi/fd/index.html
@@ -352,7 +352,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/gp/index.html b/autoapi/lasdi/gp/index.html
@@ -151,7 +151,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/gplasdi/index.html b/autoapi/lasdi/gplasdi/index.html
@@ -302,7 +302,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/index.html b/autoapi/lasdi/index.html
@@ -137,7 +137,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/inputs/index.html b/autoapi/lasdi/inputs/index.html
@@ -178,7 +178,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/latent_dynamics/index.html b/autoapi/lasdi/latent_dynamics/index.html
@@ -177,7 +177,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Permal
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/latent_dynamics/sindy/index.html b/autoapi/lasdi/latent_dynamics/sindy/index.html
@@ -187,7 +187,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/latent_space/index.html b/autoapi/lasdi/latent_space/index.html
@@ -287,7 +287,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/param/index.html b/autoapi/lasdi/param/index.html
@@ -284,7 +284,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/physics/burgers1d/index.html b/autoapi/lasdi/physics/burgers1d/index.html
@@ -280,7 +280,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/physics/index.html b/autoapi/lasdi/physics/index.html
@@ -288,7 +288,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Permal
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/postprocess/index.html b/autoapi/lasdi/postprocess/index.html
@@ -151,7 +151,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/timing/index.html b/autoapi/lasdi/timing/index.html
@@ -171,7 +171,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/autoapi/lasdi/workflow/index.html b/autoapi/lasdi/workflow/index.html
@@ -233,7 +233,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/genindex.html b/genindex.html
@@ -982,7 +982,7 @@ <h2 id="X">X</h2>
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/index.html b/index.html
@@ -73,9 +73,10 @@
 
   <section id="lasdi-documentation">
 <h1>LaSDI documentation<a class="headerlink" href="#lasdi-documentation" title="Permalink to this heading"></a></h1>
-<p>Add your content using <code class="docutils literal notranslate"><span class="pre">reStructuredText</span></code> syntax. See the
-<a class="reference external" href="https://www.sphinx-doc.org/en/master/usage/restructuredtext/index.html">reStructuredText</a>
-documentation for details.</p>
+<p>LaSDI is a light-weight python package for Latent Space Dynamics Identification.
+LaSDI maps full-order PDE solutions to a latent space using autoencoders and learns the system of ODEs governing the latent space dynamics.
+By interpolating and solving the ODE system in the reduced latent space, fast and accurate ROM predictions can be made by feeding the predicted latent space dynamics into the decoder.
+It also supports parametric interpolation of latent dynamics according to uncertainties evaluated via Gaussian process.</p>
 <div class="toctree-wrapper compound">
 <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul>
@@ -97,7 +98,7 @@ <h1>LaSDI documentation<a class="headerlink" href="#lasdi-documentation" title="
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/py-modindex.html b/py-modindex.html
@@ -168,7 +168,7 @@ <h1>Python Module Index</h1>
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/search.html b/search.html
@@ -91,7 +91,7 @@
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2024, Kevin Chung.</p>
+    <p>&#169; Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..</p>
   </div>
 
   Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a

diff --git a/searchindex.js b/searchindex.js