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diff --git a/DG/Nitsche.html b/DG/Nitsche.html
diff --git a/DG/elliptic.html b/DG/elliptic.html
diff --git a/DG/elliptic_stdDG.html b/DG/elliptic_stdDG.html
diff --git a/DG/fourthorder.html b/DG/fourthorder.html
diff --git a/DG/instationary.html b/DG/instationary.html
diff --git a/DG/splitting.html b/DG/splitting.html
@@ -293,27 +293,26 @@
 <li class="toctree-l1"><a class="reference internal" href="../saddlepoint/fewconstraints.html">72. A Small Number of Constraints</a></li>
 
 <li class="toctree-l1"><a class="reference internal" href="../saddlepoint/parameterdependent.html">74. Parameter Dependent Problems</a></li>
-
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Non-overlapping Domain Decomposition Methods</span></p>
 <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/introduction.html">76. Introduction to Non-overlapping Domain Decomposition</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/traces.html">77. Traces spaces</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/introduction.html">75. Introduction to Non-overlapping Domain Decomposition</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/traces.html">76. Traces spaces</a></li>
 
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI.html">79. FETI methods</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI-DP.html">80. FETI-DP</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/BDDC.html">81. BDDC - Preconditioner</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI.html">78. FETI methods</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI-DP.html">79. FETI-DP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/BDDC.html">80. BDDC - Preconditioner</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Parallel Solvers</span></p>
 <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/intro.html">82. Introduction to MPI with mpi4py</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/distmesh.html">83. Distributed Meshes and Spaces</a></li>
-
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/vectypes.html">85. Consistent and Distributed Vectors</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/paralleliteration.html">86. Iteration methods in parallel</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/petsc.html">87. Using PETSc</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/PETSc_interface.html">88. NGSolve - PETSc interface</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/parallelstokes.html">89. Solving Stokes in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/intro.html">81. Introduction to MPI with mpi4py</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/distmesh.html">82. Distributed Meshes and Spaces</a></li>
+
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/vectypes.html">84. Consistent and Distributed Vectors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/paralleliteration.html">85. Iteration methods in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/petsc.html">86. Using PETSc</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/PETSc_interface.html">87. NGSolve - PETSc interface</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/parallelstokes.html">88. Solving Stokes in parallel</a></li>
 </ul>
 
     </div>
@@ -572,7 +571,7 @@ <h1><span class="section-number">42. </span>Splitting Methods for the time-depen
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;ngsolve.comp.LinearForm at 0x10cc3a8b0&gt;
+<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;ngsolve.comp.LinearForm at 0x110a165f0&gt;
 </pre></div>
 </div>
 </div>
@@ -604,14 +603,14 @@ <h1><span class="section-number">42. </span>Splitting Methods for the time-depen
 </div>
 </div>
 <div class="cell_output docutils container">
-<script type="application/vnd.jupyter.widget-view+json">{"version_major": 2, "version_minor": 0, "model_id": "42a6c85bc19a4879aabb08e40140e5f6"}</script><div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
+<script type="application/vnd.jupyter.widget-view+json">{"version_major": 2, "version_minor": 0, "model_id": "cee0a3a1813f4751968219051b522c4d"}</script><div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
 <span class="ne">KeyboardInterrupt</span><span class="g g-Whitespace">                         </span>Traceback (most recent call last)
-<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span> <span class="n">line</span> <span class="mi">13</span>
-<span class="g g-Whitespace">     </span><span class="mi">11</span> <span class="n">cnt</span> <span class="o">=</span> <span class="mi">0</span>
-<span class="g g-Whitespace">     </span><span class="mi">12</span> <span class="n">SetNumThreads</span><span class="p">(</span><span class="mi">4</span><span class="p">)</span>
-<span class="ne">---&gt; </span><span class="mi">13</span> <span class="k">while</span> <span class="n">t</span> <span class="o">&lt;</span> <span class="n">tend</span><span class="p">:</span>
+<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span> <span class="n">line</span> <span class="mi">15</span>
+<span class="g g-Whitespace">     </span><span class="mi">13</span> <span class="k">while</span> <span class="n">t</span> <span class="o">&lt;</span> <span class="n">tend</span><span class="p">:</span>
 <span class="g g-Whitespace">     </span><span class="mi">14</span>     <span class="n">t</span> <span class="o">+=</span> <span class="n">tau</span>
-<span class="g g-Whitespace">     </span><span class="mi">15</span>     <span class="n">aconv</span><span class="o">.</span><span class="n">Apply</span><span class="p">(</span><span class="n">gfu</span><span class="o">.</span><span class="n">vec</span><span class="p">,</span> <span class="n">convu</span><span class="p">)</span>
+<span class="ne">---&gt; </span><span class="mi">15</span>     <span class="n">aconv</span><span class="o">.</span><span class="n">Apply</span><span class="p">(</span><span class="n">gfu</span><span class="o">.</span><span class="n">vec</span><span class="p">,</span> <span class="n">convu</span><span class="p">)</span>
+<span class="g g-Whitespace">     </span><span class="mi">16</span>     <span class="n">r</span><span class="o">.</span><span class="n">data</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">vec</span> <span class="o">-</span> <span class="n">convu</span> <span class="o">-</span> <span class="n">adiff</span><span class="o">.</span><span class="n">mat</span> <span class="o">*</span> <span class="n">gfu</span><span class="o">.</span><span class="n">vec</span>
+<span class="g g-Whitespace">     </span><span class="mi">17</span>     <span class="n">w</span><span class="o">.</span><span class="n">data</span> <span class="o">=</span> <span class="n">inv</span> <span class="o">*</span> <span class="n">r</span>
 
 <span class="ne">KeyboardInterrupt</span>: 
 </pre></div>

diff --git a/DG/stationary.html b/DG/stationary.html
diff --git a/DG/stokes.html b/DG/stokes.html
diff --git a/FEM/erroranalysis.html b/FEM/erroranalysis.html
diff --git a/FEM/finiteelements.html b/FEM/finiteelements.html
@@ -293,27 +293,26 @@
 <li class="toctree-l1"><a class="reference internal" href="../saddlepoint/fewconstraints.html">72. A Small Number of Constraints</a></li>
 
 <li class="toctree-l1"><a class="reference internal" href="../saddlepoint/parameterdependent.html">74. Parameter Dependent Problems</a></li>
-
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Non-overlapping Domain Decomposition Methods</span></p>
 <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/introduction.html">76. Introduction to Non-overlapping Domain Decomposition</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/traces.html">77. Traces spaces</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/introduction.html">75. Introduction to Non-overlapping Domain Decomposition</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/traces.html">76. Traces spaces</a></li>
 
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI.html">79. FETI methods</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI-DP.html">80. FETI-DP</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/BDDC.html">81. BDDC - Preconditioner</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI.html">78. FETI methods</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI-DP.html">79. FETI-DP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/BDDC.html">80. BDDC - Preconditioner</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Parallel Solvers</span></p>
 <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/intro.html">82. Introduction to MPI with mpi4py</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/distmesh.html">83. Distributed Meshes and Spaces</a></li>
-
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/vectypes.html">85. Consistent and Distributed Vectors</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/paralleliteration.html">86. Iteration methods in parallel</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/petsc.html">87. Using PETSc</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/PETSc_interface.html">88. NGSolve - PETSc interface</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/parallelstokes.html">89. Solving Stokes in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/intro.html">81. Introduction to MPI with mpi4py</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/distmesh.html">82. Distributed Meshes and Spaces</a></li>
+
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/vectypes.html">84. Consistent and Distributed Vectors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/paralleliteration.html">85. Iteration methods in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/petsc.html">86. Using PETSc</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/PETSc_interface.html">87. NGSolve - PETSc interface</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/parallelstokes.html">88. Solving Stokes in parallel</a></li>
 </ul>
 
     </div>

diff --git a/FEM/myFiniteElement.html b/FEM/myFiniteElement.html
diff --git a/FEM/myassembling.html b/FEM/myassembling.html
diff --git a/FEM/nonconforming.html b/FEM/nonconforming.html
diff --git a/FEM/systemassembling.html b/FEM/systemassembling.html
@@ -293,27 +293,26 @@
 <li class="toctree-l1"><a class="reference internal" href="../saddlepoint/fewconstraints.html">72. A Small Number of Constraints</a></li>
 
 <li class="toctree-l1"><a class="reference internal" href="../saddlepoint/parameterdependent.html">74. Parameter Dependent Problems</a></li>
-
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Non-overlapping Domain Decomposition Methods</span></p>
 <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/introduction.html">76. Introduction to Non-overlapping Domain Decomposition</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/traces.html">77. Traces spaces</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/introduction.html">75. Introduction to Non-overlapping Domain Decomposition</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/traces.html">76. Traces spaces</a></li>
 
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI.html">79. FETI methods</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI-DP.html">80. FETI-DP</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/BDDC.html">81. BDDC - Preconditioner</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI.html">78. FETI methods</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/FETI-DP.html">79. FETI-DP</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../domaindecomposition/BDDC.html">80. BDDC - Preconditioner</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Parallel Solvers</span></p>
 <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/intro.html">82. Introduction to MPI with mpi4py</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/distmesh.html">83. Distributed Meshes and Spaces</a></li>
-
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/vectypes.html">85. Consistent and Distributed Vectors</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/paralleliteration.html">86. Iteration methods in parallel</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/petsc.html">87. Using PETSc</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/PETSc_interface.html">88. NGSolve - PETSc interface</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/parallelstokes.html">89. Solving Stokes in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/intro.html">81. Introduction to MPI with mpi4py</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/distmesh.html">82. Distributed Meshes and Spaces</a></li>
+
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/vectypes.html">84. Consistent and Distributed Vectors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/paralleliteration.html">85. Iteration methods in parallel</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/petsc.html">86. Using PETSc</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/PETSc_interface.html">87. NGSolve - PETSc interface</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../MPIparallel/parallelstokes.html">88. Solving Stokes in parallel</a></li>
 </ul>
 
     </div>