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diff --git a/.buildinfo b/.buildinfo
@@ -1,4 +1,4 @@
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+config: 3a76ab4fd1b14a84e0e1d8b4fbf54694
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diff --git a/_images/HANAMI_logo.png b/_images/HANAMI_logo.png
diff --git a/_images/TREX_LOGO.png b/_images/TREX_LOGO.png
diff --git a/_sources/02Developers.html b/_sources/02Developers.html
@@ -4,7 +4,7 @@
   <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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@@ -14,7 +14,7 @@
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-        <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
@@ -4,7 +4,7 @@
   <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>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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       <link rel="stylesheet" type="text/css" href="../_static/css/my_theme.css?v=153a98d2" />
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+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js?v=4e7448bc"></script>
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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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diff --git a/_sources/04Publications.html b/_sources/04Publications.html
@@ -4,7 +4,7 @@
   <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>Publications &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Publications &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" />
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@@ -14,7 +14,7 @@
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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 @@
             TurboRVB website
           </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
@@ -4,7 +4,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <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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@@ -14,7 +14,7 @@
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-        <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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         <script src="../_static/sphinx_highlight.js?v=4825356b"></script>
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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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   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">

diff --git a/_sources/06Presentations.html b/_sources/06Presentations.html
@@ -4,7 +4,7 @@
   <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>Presentations &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Presentations &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" />
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@@ -14,7 +14,7 @@
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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>
         <script src="../_static/doctools.js?v=888ff710"></script>
         <script src="../_static/sphinx_highlight.js?v=4825356b"></script>
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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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diff --git a/_sources/07Basis_set_and_Pseudopotentials.html b/_sources/07Basis_set_and_Pseudopotentials.html
@@ -4,7 +4,7 @@
   <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>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>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
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@@ -14,7 +14,7 @@
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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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         <script src="../_static/sphinx_highlight.js?v=4825356b"></script>
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@@ -36,7 +36,7 @@
             TurboRVB website
           </a>
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-                Updated on 09/06/2024
+                Updated on 03/09/2024
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   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">

diff --git a/_sources/08logos.html b/_sources/08logos.html
@@ -4,7 +4,7 @@
   <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>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>
       <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" />
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@@ -14,7 +14,7 @@
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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>
         <script src="../_static/doctools.js?v=888ff710"></script>
         <script src="../_static/sphinx_highlight.js?v=4825356b"></script>
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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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diff --git a/_sources/09Useful_Links.html b/_sources/09Useful_Links.html
@@ -4,7 +4,7 @@
   <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>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>
       <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" />
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@@ -14,7 +14,7 @@
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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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         <script src="../_static/sphinx_highlight.js?v=4825356b"></script>
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@@ -35,7 +35,7 @@
             TurboRVB website
           </a>
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-                Updated on 09/06/2024
+                Updated on 03/09/2024
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diff --git a/_sources/10Workshops.html b/_sources/10Workshops.html
@@ -4,7 +4,7 @@
   <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>Workshops &mdash; TurboRVB website Updated on 09/06/2024 documentation</title>
+  <title>Workshops &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" />
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@@ -14,7 +14,7 @@
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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>
         <script src="../_static/doctools.js?v=888ff710"></script>
         <script src="../_static/sphinx_highlight.js?v=4825356b"></script>
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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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diff --git a/_sources/11Positions.html b/_sources/11Positions.html
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <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>
       <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" />
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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>
         <script src="../_static/doctools.js?v=888ff710"></script>
         <script src="../_static/sphinx_highlight.js?v=4825356b"></script>
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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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   <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
diff --git a/_static/07logo/TREX_LOGO.png b/_static/07logo/TREX_LOGO.png
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
@@ -1,6 +1,6 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: 'Updated on 09/06/2024',
+    VERSION: 'Updated on 03/09/2024',
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     COLLAPSE_INDEX: false,
     BUILDER: 'html',

diff --git a/genindex.html b/genindex.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <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>
       <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" />
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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>
         <script src="_static/doctools.js?v=888ff710"></script>
         <script src="_static/sphinx_highlight.js?v=4825356b"></script>
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@@ -33,7 +33,7 @@
             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">