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SMTG-Bham · Jan 31, 2025 · 96570f3 · 96570f3
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diff --git a/docs/Tutorials.rst b/docs/Tutorials.rst
@@ -3,6 +3,17 @@
 Tutorials
 ===========================================================
 
+Literature
+----------
+
+- **YouTube Overview (14 mins)**: `doped: Python package for charged defect supercell calculations <https://www.youtube.com/watch?v=-Z-R9sedeqY>`__
+- **Code Paper**: S\. R. Kavanagh et al. `doped: Python toolkit for robust and repeatable charged defect supercell calculations <https://doi.org/10.21105/joss.06433>`__. *Journal of Open Source Software* 9 (96), 6433, **2024**
+- **General Defect Modelling Tutorial Video**: `Modelling Point Defects in Semiconductors with VASP <https://www.youtube.com/watch?v=FWz7nm9qoNg&ab_channel=Se%C3%A1nR.Kavanagh>`__
+- **ShakeNBreak Documentation**: `ShakeNBreak Documentation <https://shakenbreak.readthedocs.io/en/latest/>`__
+
+Code Tutorials
+--------------
+
 The typical defect calculation, parsing and analysis workflow using ``doped`` is exemplified through the
 tutorials:
 

diff --git a/docs/YT_defects_tutorial.rst b/docs/YT_defects_tutorial.rst
@@ -1,5 +1,5 @@
-YouTube Defects Tutorial
-========================
+YouTube Defect Modelling Tutorial
+=================================
 
 .. raw:: html
 

diff --git a/docs/index.rst b/docs/index.rst
@@ -135,7 +135,7 @@ Studies using ``doped``, so far
 Acknowledgements
 ================
 
-``doped`` (née `DefectsWithTheBoys`) has benefitted from feedback from many users, in particular
+``doped`` (née ``DefectsWithTheBoys``) has benefitted from feedback from many users, in particular
 members of the `Scanlon <http://davidscanlon.com/>`_ and
 `Walsh <https://wmd-group.github.io/>`_ research groups who have / are using it in their work.
 Direct contributors are listed in the GitHub ``Contributors`` sidebar; including Seán Kavanagh,