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diff --git a/_sources/02Developers.html b/_sources/02Developers.html
index 970290d..468af5a 100644
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   <meta charset="utf-8" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Developers and Contributors &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Developers and Contributors &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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   <![endif]-->
   
-        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js?v=f925c7ed"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js?v=4e7448bc"></script>
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@@ -36,7 +36,7 @@
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           </a>
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-                Updated on 09/06/2024
+                Updated on 03/09/2024
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diff --git a/_sources/03Source_code.html b/_sources/03Source_code.html
index 171f583..bfb7bca 100644
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-  <title>Source codes &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Source codes &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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           </a>
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+                Updated on 03/09/2024
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diff --git a/_sources/04Publications.html b/_sources/04Publications.html
index 9533602..1fd872f 100644
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Publications &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Publications &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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@@ -36,7 +36,7 @@
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           </a>
               <div class="version">
-                Updated on 09/06/2024
+                Updated on 03/09/2024
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@@ -116,10 +116,18 @@ <h1>Publications<a class="headerlink" href="#publications" title="Permalink to t
 <h2>2024<a class="headerlink" href="#id1" title="Permalink to this heading">¶</a></h2>
 <ul>
 <li><div class="line-block">
+<div class="line">Principal deuterium Hugoniot via quantum Monte Carlo and <span class="math">\Delta</span> -learning</div>
+<div class="line">G. Tenti, K. Nakano, A. Tirelli, S. Sorella, M. Casula</div>
+<div class="line"><a class="reference external" href="https://doi.org/10.1103/PhysRevB.110.L041107">Phys. Rev. B 110, L041107 (2024)</a></div>
+</div>
+</li>
+</ul>
+<ul>
+<li><div class="line-block">
 <div class="line">Beyond Single-Reference Fixed-Node Approximation in Ab Initio Diffusion Monte Carlo Using</div>
 <div class="line">Antisymmetrized Geminal Power Applied to Systems with Hundreds of Electrons</div>
 <div class="line">K. Nakano, S. Sorella, D. Alfè, and A. Zen</div>
-<div class="line"><a class="reference external" href="https://doi.org/10.1021/acs.jctc.4c00139">J. Chem. Theory Comput. in press (2024)</a></div>
+<div class="line"><a class="reference external" href="https://doi.org/10.1021/acs.jctc.4c00139">J. Chem. Theory Comput. 20, 4591-4604 (2024)</a></div>
 </div>
 </li>
 </ul>
@@ -150,6 +158,12 @@ <h2>2023<a class="headerlink" href="#id2" title="Permalink to this heading">¶</
 <div class="line"><a class="reference external" href="https://doi.org/10.1063/5.0179003">J. Chem. Phys. 159, 224801 (2023)</a></div>
 </div>
 </li>
+<li><div class="line-block">
+<div class="line">Thermal dependence of the hydrated proton and optimal proton transfer in the protonated water hexamer</div>
+<div class="line">F. Mouhat, M. Peria, T. Morresi, R. Vuilleumier, A. M. Saitta, M. Casula</div>
+<div class="line"><a class="reference external" href="https://doi.org/10.1038/s41467-023-42366-4">Nat. Comm. 14, 6930 (2023)</a></div>
+</div>
+</li>
 </ul>
 <ul>
 <li><div class="line-block">
diff --git a/_sources/05PhD_Thesis.html b/_sources/05PhD_Thesis.html
index 4bafe01..e013b66 100644
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-  <title>PhD thesis &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>PhD thesis &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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+                Updated on 03/09/2024
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-  <title>Presentations &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Presentations &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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@@ -36,7 +36,7 @@
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           </a>
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+                Updated on 03/09/2024
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diff --git a/_sources/07Basis_set_and_Pseudopotentials.html b/_sources/07Basis_set_and_Pseudopotentials.html
index aaaf88c..8178c89 100644
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Basis sets and Pseudopotentials &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Basis sets and Pseudopotentials &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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@@ -36,7 +36,7 @@
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+                Updated on 03/09/2024
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index 9005001..0407a35 100644
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-  <title>Logo collections &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Logo collections &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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@@ -36,7 +36,7 @@
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+                Updated on 03/09/2024
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Useful Links &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Useful Links &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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@@ -35,7 +35,7 @@
             TurboRVB website
           </a>
               <div class="version">
-                Updated on 09/06/2024
+                Updated on 03/09/2024
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diff --git a/_sources/10Workshops.html b/_sources/10Workshops.html
index 3bb941f..dd7cb20 100644
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-  <title>Workshops &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Workshops &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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-        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js?v=f925c7ed"></script>
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@@ -36,7 +36,7 @@
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           </a>
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-                Updated on 09/06/2024
+                Updated on 03/09/2024
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-  <title>Opening positions &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Opening positions &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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@@ -36,7 +36,7 @@
             TurboRVB website
           </a>
               <div class="version">
-                Updated on 09/06/2024
+                Updated on 03/09/2024
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 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
diff --git a/_static/07logo/HANAMI_logo.png b/_static/07logo/HANAMI_logo.png
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-    VERSION: 'Updated on 09/06/2024',
+    VERSION: 'Updated on 03/09/2024',
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diff --git a/genindex.html b/genindex.html
index 10871be..3c5dddb 100644
--- a/genindex.html
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@@ -3,7 +3,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Index &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Index &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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+        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js?v=4e7448bc"></script>
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@@ -33,7 +33,7 @@
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+                Updated on 03/09/2024
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-  <title>Welcome to our TurboRVB website &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Welcome to our TurboRVB website &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
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@@ -14,7 +14,7 @@
     <script src="_static/js/html5shiv.min.js"></script>
   <![endif]-->
   
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js?v=f925c7ed"></script>
+        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js?v=4e7448bc"></script>
         <script src="_static/doctools.js?v=888ff710"></script>
         <script src="_static/sphinx_highlight.js?v=4825356b"></script>
     <script src="_static/js/theme.js"></script>
@@ -35,7 +35,7 @@
             TurboRVB website
           </a>
               <div class="version">
-                Updated on 09/06/2024
+                Updated on 03/09/2024
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
@@ -87,11 +87,15 @@ <h1>Welcome to our TurboRVB website<a class="headerlink" href="#welcome-to-our-t
 <figure class="align-default">
 <a class="reference internal image-reference" href="_images/logo.png"><img alt="_images/logo.png" src="_images/logo.png" style="width: 800px;" /></a>
 </figure>
-<section id="news">
-<h2>News<a class="headerlink" href="#news" title="Permalink to this heading">¶</a></h2>
+<section id="most-recent-publications">
+<h2>Most Recent Publications<a class="headerlink" href="#most-recent-publications" title="Permalink to this heading">¶</a></h2>
 <ul>
 <li><div class="line-block">
-<div class="line">K. Nakano, et al. have published a paper titled ‘<em>Beyond Single-Reference Fixed-Node Approximation in Ab Initio Diffusion Monte Carlo Using Antisymmetrized Geminal Power Applied to Systems with Hundreds of Electrons</em>’ in <a class="reference external" href="https://doi.org/10.1021/acs.jctc.4c00139">J. Chem. Theory Comput. in press (2024)</a>.</div>
+<div class="line">G. Tenti et al. have published a paper titled ‘<em>Principal deuterium Hugoniot via quantum Monte Carlo and</em> <span class="math">\Delta</span> <em>-learning</em>’ in <a class="reference external" href="https://doi.org/10.1103/PhysRevB.110.L041107">Phys. Rev. B 110, L041107 (2024)</a>.</div>
+</div>
+</li>
+<li><div class="line-block">
+<div class="line">K. Nakano et al. have published a paper titled ‘<em>Beyond Single-Reference Fixed-Node Approximation in Ab Initio Diffusion Monte Carlo Using Antisymmetrized Geminal Power Applied to Systems with Hundreds of Electrons</em>’ in <a class="reference external" href="https://doi.org/10.1021/acs.jctc.4c00139">J. Chem. Theory Comput. 20, 4591-4604 (2024)</a>.</div>
 </div>
 </li>
 <li><div class="line-block">
@@ -107,6 +111,10 @@ <h2>News<a class="headerlink" href="#news" title="Permalink to this heading">¶<
 </div>
 </li>
 <li><div class="line-block">
+<div class="line">F. Mouhat et al. have published a paper titled ‘<em>Thermal dependence of the hydrated proton and optimal proton transfer in the protonated water hexamer</em>’ in <a class="reference external" href="https://doi.org/10.1038/s41467-023-42366-4">Nat. Comm. 14, 6930 (2023)</a>.</div>
+</div>
+</li>
+<li><div class="line-block">
 <div class="line">TurboRVB is now an <a class="reference external" href="https://github.com/sissaschool/turborvb">open-source project</a>! <strong>ver.1.0.0</strong> !!</div>
 </div>
 </li>
@@ -145,6 +153,17 @@ <h2>Features<a class="headerlink" href="#features" title="Permalink to this head
 <li><p>The code implements the so-called lattice regularized diffusion Monte Carlo method, which provides a numerically stable diffusion quantum Monte Carlo calculation.</p></li>
 <li><p>The implementation of an adjoint algorithmic differentiation allows us to differentiate many-body wave functions efficiently and to perform structural optimizations and calculate molecular dynamics.</p></li>
 </ul>
+</section>
+<section id="sponsors">
+<h2>Sponsors<a class="headerlink" href="#sponsors" title="Permalink to this heading">¶</a></h2>
+<p>TurboRVB is now supported by the <a class="reference external" href="https://hanami-project.com">HANAMI consortium</a>.</p>
+<figure class="align-default">
+<a class="reference internal image-reference" href="_images/HANAMI_logo.png"><img alt="_images/HANAMI_logo.png" src="_images/HANAMI_logo.png" style="width: 400px;" /></a>
+</figure>
+<p>TurboRVB project has been a flagship code of the <a class="reference external" href="https://trex-coe.eu">European TREX Center of Excellence</a>.</p>
+<figure class="align-default">
+<a class="reference internal image-reference" href="_images/TREX_LOGO.png"><img alt="_images/TREX_LOGO.png" src="_images/TREX_LOGO.png" style="width: 200px;" /></a>
+</figure>
 <div class="toctree-wrapper compound">
 <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul>
diff --git a/objects.inv b/objects.inv
index 8a930d3..8a82907 100644
--- a/objects.inv
+++ b/objects.inv
@@ -1,6 +1,6 @@
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-# Version: Updated on 09/06/2024
+# Version: Updated on 03/09/2024
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diff --git a/search.html b/search.html
index 3d3269e..fc7aebd 100644
--- a/search.html
+++ b/search.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Search &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Search &mdash; TurboRVB website Updated on 03/09/2024 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="_static/css/my_theme.css?v=153a98d2" />
       <link rel="stylesheet" href="_static/roles.css" type="text/css" />
@@ -14,7 +14,7 @@
     <script src="_static/js/html5shiv.min.js"></script>
   <![endif]-->
   
-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js?v=f925c7ed"></script>
+        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js?v=4e7448bc"></script>
         <script src="_static/doctools.js?v=888ff710"></script>
         <script src="_static/sphinx_highlight.js?v=4825356b"></script>
     <script src="_static/js/theme.js"></script>
@@ -36,7 +36,7 @@
             TurboRVB website
           </a>
               <div class="version">
-                Updated on 09/06/2024
+                Updated on 03/09/2024
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="#" method="get">
diff --git a/searchindex.js b/searchindex.js
index c7525cd..611dc0f 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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