cssr-tools · daavid00 · Jan 7, 2026 · Jan 7, 2026
diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
@@ -52,7 +52,7 @@ jobs:
 
     - name: Run the tests
       run: |
-        pytest -x --cov=pofff --cov-report term-missing tests/
+        pytest --cov=pofff --exitfirst --cov-report term-missing tests/
 
     - name: Build documentation
       run: |

diff --git a/CITATION.cff b/CITATION.cff
@@ -18,5 +18,9 @@ authors:
   orcid: "https://orcid.org/0000-0002-2610-8322"
 title: "Performance of an open-source image-based history   
   matching framework for CO2 storage"
-year: 2025
-url: "https://arxiv.org/abs/2510.20614"
+year: 2026
+doi: 10.1007/s11242-025-02275-0
+volume: 153
+isbn: 1573-1634
+number: 2
+journal: Transport in Porous Media
diff --git a/README.md b/README.md
@@ -58,7 +58,7 @@ See the [_examples_](https://cssr-tools.github.io/pofff/examples.html) in the [_
 
 ## Citing
 
-* Landa-Marbán, D., Sandve, T.H., Both, J.W., Nordbotten, J.M., and Gasda, S.E., 2025. Performance of an open-source image-based history matching framework for CO2 storage. https://arxiv.org/abs/2510.20614.
+* Landa-Marbán, D., Sandve, T.H., Both, J.W., Nordbotten, J.M., and Gasda, S.E., 2026. Performance of an open-source image-based history matching framework for CO2 storage. Transp Porous Med 153, 21, https://doi.org/10.1007/s11242-025-02275-0.
 
 ## About pofff
 The pofff package is funded by the [_Center for Sustainable Subsurface Resources (CSSR)_](https://cssr.no) [project no. 331841].

diff --git a/docs/_sources/about.rst.txt b/docs/_sources/about.rst.txt
@@ -9,3 +9,7 @@ The **pofff** tool is funded by the `Center for Sustainable Subsurface Resources
 Contributions are more than welcome using the fork and pull request approach.
 
 For a new feature, please request this raising an issue.
+
+Citing
+------
+Landa-Marbán, D., Sandve, T.H., Both, J.W., Nordbotten, J.M., and Gasda, S.E., 2026. Performance of an open-source image-based history matching framework for CO2 storage. Transp Porous Med 153, 21, https://doi.org/10.1007/s11242-025-02275-0.
diff --git a/docs/_sources/examples.rst.txt b/docs/_sources/examples.rst.txt
@@ -22,7 +22,7 @@ Adding your results
 ===================
 
 The `publication <https://github.com/cssr-tools/pofff/blob/main/publication>`_ folder contains the configuration files used for the results in the
-`pofff paper <https://arxiv.org/abs/2510.20614>`_ (see :doc:`publication <./publication>` for details in the steps to reproduce the figures in the paper).
+`pofff paper <https://link.springer.com/article/10.1007/s11242-025-02275-0>`_ (see :doc:`publication <./publication>` for details in the steps to reproduce the figures in the paper).
 
 .. code-block:: bash
 

diff --git a/docs/_sources/publication.rst.txt b/docs/_sources/publication.rst.txt
@@ -2,7 +2,7 @@
 Publication
 ***********
 
-This section adds details in the steps to reproduce the figures in the `pofff paper <https://arxiv.org/abs/2510.20614>`_.
+This section adds details in the steps to reproduce the figures in the `pofff paper <https://link.springer.com/article/10.1007/s11242-025-02275-0>`_.
 
 To this end, we use our friend `plopm <https://github.com/cssr-tools/plopm>`_. All commands are executed from the pofff main directory,
 and the figures are saved in new folders corresponding to the figure number.

diff --git a/docs/about.html b/docs/about.html
@@ -53,7 +53,10 @@
 <li class="toctree-l1"><a class="reference internal" href="output_folder.html">Output folder</a></li>
 <li class="toctree-l1"><a class="reference internal" href="contributing.html">Contributing</a></li>
 <li class="toctree-l1"><a class="reference internal" href="related.html">Related</a></li>
-<li class="toctree-l1 current"><a class="current reference internal" href="#">About pofff</a></li>
+<li class="toctree-l1 current"><a class="current reference internal" href="#">About pofff</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="#citing">Citing</a></li>
+</ul>
+</li>
 </ul>
 
         </div>
@@ -86,6 +89,10 @@ <h1>About pofff<a class="headerlink" href="#about-pofff" title="Link to this hea
 <p>The <strong>pofff</strong> tool is funded by the <a class="reference external" href="https://cssr.no">Center for Sustainable Subsurface Resources (CSSR)</a> [project no. 331841].</p>
 <p>Contributions are more than welcome using the fork and pull request approach.</p>
 <p>For a new feature, please request this raising an issue.</p>
+<section id="citing">
+<h2>Citing<a class="headerlink" href="#citing" title="Link to this heading"></a></h2>
+<p>Landa-Marbán, D., Sandve, T.H., Both, J.W., Nordbotten, J.M., and Gasda, S.E., 2026. Performance of an open-source image-based history matching framework for CO2 storage. Transp Porous Med 153, 21, <a class="reference external" href="https://doi.org/10.1007/s11242-025-02275-0">https://doi.org/10.1007/s11242-025-02275-0</a>.</p>
+</section>
 </section>
 
 

diff --git a/docs/examples.html b/docs/examples.html
@@ -104,7 +104,7 @@ <h2>Hello world<a class="headerlink" href="#hello-world" title="Link to this hea
 <section id="adding-your-results">
 <h2>Adding your results<a class="headerlink" href="#adding-your-results" title="Link to this heading"></a></h2>
 <p>The <a class="reference external" href="https://github.com/cssr-tools/pofff/blob/main/publication">publication</a> folder contains the configuration files used for the results in the
-<a class="reference external" href="https://arxiv.org/abs/2510.20614">pofff paper</a> (see <a class="reference internal" href="publication.html"><span class="doc">publication</span></a> for details in the steps to reproduce the figures in the paper).</p>
+<a class="reference external" href="https://link.springer.com/article/10.1007/s11242-025-02275-0">pofff paper</a> (see <a class="reference internal" href="publication.html"><span class="doc">publication</span></a> for details in the steps to reproduce the figures in the paper).</p>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pofff<span class="w"> </span>-i<span class="w"> </span>results.toml<span class="w"> </span>-o<span class="w"> </span>YOURS<span class="w"> </span>-m<span class="w"> </span>single<span class="w"> </span>-t<span class="w"> </span><span class="m">24</span>,48,72,96,120<span class="w"> </span>-f<span class="w"> </span>all
 </pre></div>
 </div>

diff --git a/docs/index.html b/docs/index.html
@@ -143,7 +143,10 @@ <h1>Welcome to pofff’s documentation!<a class="headerlink" href="#welcome-to-p
 <li class="toctree-l2"><a class="reference internal" href="related.html#pymm">pymm</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="about.html">About pofff</a></li>
+<li class="toctree-l1"><a class="reference internal" href="about.html">About pofff</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="about.html#citing">Citing</a></li>
+</ul>
+</li>
 </ul>
 </div>
 </section>

diff --git a/docs/publication.html b/docs/publication.html
@@ -83,7 +83,7 @@
 
   <section id="publication">
 <h1>Publication<a class="headerlink" href="#publication" title="Link to this heading"></a></h1>
-<p>This section adds details in the steps to reproduce the figures in the <a class="reference external" href="https://arxiv.org/abs/2510.20614">pofff paper</a>.</p>
+<p>This section adds details in the steps to reproduce the figures in the <a class="reference external" href="https://link.springer.com/article/10.1007/s11242-025-02275-0">pofff paper</a>.</p>
 <p>To this end, we use our friend <a class="reference external" href="https://github.com/cssr-tools/plopm">plopm</a>. All commands are executed from the pofff main directory,
 and the figures are saved in new folders corresponding to the figure number.</p>
 <div class="admonition tip">

diff --git a/docs/searchindex.js b/docs/searchindex.js
diff --git a/docs/text/about.rst b/docs/text/about.rst
@@ -9,3 +9,7 @@ The **pofff** tool is funded by the `Center for Sustainable Subsurface Resources
 Contributions are more than welcome using the fork and pull request approach.
 
 For a new feature, please request this raising an issue.
+
+Citing
+------
+Landa-Marbán, D., Sandve, T.H., Both, J.W., Nordbotten, J.M., and Gasda, S.E., 2026. Performance of an open-source image-based history matching framework for CO2 storage. Transp Porous Med 153, 21, https://doi.org/10.1007/s11242-025-02275-0.
diff --git a/docs/text/examples.rst b/docs/text/examples.rst
@@ -22,7 +22,7 @@ Adding your results
 ===================
 
 The `publication <https://github.com/cssr-tools/pofff/blob/main/publication>`_ folder contains the configuration files used for the results in the
-`pofff paper <https://arxiv.org/abs/2510.20614>`_ (see :doc:`publication <./publication>` for details in the steps to reproduce the figures in the paper).
+`pofff paper <https://link.springer.com/article/10.1007/s11242-025-02275-0>`_ (see :doc:`publication <./publication>` for details in the steps to reproduce the figures in the paper).
 
 .. code-block:: bash
 

diff --git a/docs/text/publication.rst b/docs/text/publication.rst
@@ -2,7 +2,7 @@
 Publication
 ***********
 
-This section adds details in the steps to reproduce the figures in the `pofff paper <https://arxiv.org/abs/2510.20614>`_.
+This section adds details in the steps to reproduce the figures in the `pofff paper <https://link.springer.com/article/10.1007/s11242-025-02275-0>`_.
 
 To this end, we use our friend `plopm <https://github.com/cssr-tools/plopm>`_. All commands are executed from the pofff main directory,
 and the figures are saved in new folders corresponding to the figure number.