diff --git a/.all-contributorsrc b/.all-contributorsrc
index fc135a176..1e092a18f 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -62,7 +62,8 @@
       "profile": "https://www.brosaplanella.xyz",
       "contributions": [
         "review",
-        "code"
+        "code",
+        "example"
       ]
     },
     {
diff --git a/README.md b/README.md
index a0edb8ecf..bf3ba00d4 100644
--- a/README.md
+++ b/README.md
@@ -120,13 +120,13 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/NicolaCourtier"><img src="https://avatars.githubusercontent.com/u/45851982?v=4?s=100" width="100px;" alt="NicolaCourtier"/><br /><sub><b>NicolaCourtier</b></sub></a><br /><a href="https://github.com/pybop-team/PyBOP/commits?author=NicolaCourtier" title="Code">💻</a> <a href="https://github.com/pybop-team/PyBOP/pulls?q=is%3Apr+reviewed-by%3ANicolaCourtier" title="Reviewed Pull Requests">👀</a> <a href="#example-NicolaCourtier" title="Examples">💡</a> <a href="https://github.com/pybop-team/PyBOP/commits?author=NicolaCourtier" title="Tests">⚠️</a></td>
       <td align="center" valign="top" width="14.28%"><a href="http://howey.eng.ox.ac.uk"><img src="https://avatars.githubusercontent.com/u/2247552?v=4?s=100" width="100px;" alt="David Howey"/><br /><sub><b>David Howey</b></sub></a><br /><a href="#ideas-davidhowey" title="Ideas, Planning, & Feedback">🤔</a> <a href="#mentoring-davidhowey" title="Mentoring">🧑‍🏫</a></td>
       <td align="center" valign="top" width="14.28%"><a href="http://www.rse.ox.ac.uk"><img src="https://avatars.githubusercontent.com/u/1148404?v=4?s=100" width="100px;" alt="Martin Robinson"/><br /><sub><b>Martin Robinson</b></sub></a><br /><a href="#ideas-martinjrobins" title="Ideas, Planning, & Feedback">🤔</a> <a href="#mentoring-martinjrobins" title="Mentoring">🧑‍🏫</a> <a href="https://github.com/pybop-team/PyBOP/pulls?q=is%3Apr+reviewed-by%3Amartinjrobins" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/pybop-team/PyBOP/commits?author=martinjrobins" title="Code">💻</a> <a href="https://github.com/pybop-team/PyBOP/commits?author=martinjrobins" title="Tests">⚠️</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://www.brosaplanella.xyz"><img src="https://avatars.githubusercontent.com/u/28443643?v=4?s=100" width="100px;" alt="Ferran Brosa Planella"/><br /><sub><b>Ferran Brosa Planella</b></sub></a><br /><a href="https://github.com/pybop-team/PyBOP/pulls?q=is%3Apr+reviewed-by%3Abrosaplanella" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/pybop-team/PyBOP/commits?author=brosaplanella" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://www.brosaplanella.xyz"><img src="https://avatars.githubusercontent.com/u/28443643?v=4?s=100" width="100px;" alt="Ferran Brosa Planella"/><br /><sub><b>Ferran Brosa Planella</b></sub></a><br /><a href="https://github.com/pybop-team/PyBOP/pulls?q=is%3Apr+reviewed-by%3Abrosaplanella" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/pybop-team/PyBOP/commits?author=brosaplanella" title="Code">💻</a> <a href="#example-brosaplanella" title="Examples">💡</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/agriyakhetarpal"><img src="https://avatars.githubusercontent.com/u/74401230?v=4?s=100" width="100px;" alt="Agriya Khetarpal"/><br /><sub><b>Agriya Khetarpal</b></sub></a><br /><a href="https://github.com/pybop-team/PyBOP/commits?author=agriyakhetarpal" title="Code">💻</a> <a href="#infra-agriyakhetarpal" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/pybop-team/PyBOP/pulls?q=is%3Apr+reviewed-by%3Aagriyakhetarpal" title="Reviewed Pull Requests">👀</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://faraday.ac.uk"><img src="assets/faraday-logo.jpg?s=100" width="100px;" alt="Faraday Institution"/><br /><sub><b>Faraday Institution</b></sub></a><br /><a href="#financial-FaradayInstitution" title="Financial">💵</a></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="14.28%"><a href="https://www.ukri.org/"><img src="assets/UKRI.png?s=100" width="100px;" alt="UK Research and Innovation"/><br /><sub><b>UK Research and Innovation</b></sub></a><br /><a href="#financial-UKRI" title="Financial">💵</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://heuintelligent.eu/"><img src="assets/logo-farger.svg" width="100px;" alt="EU IntelLiGent Project"/><br /><sub><b>IntelLiGent Consortium</b></sub></a><br /><a href="#financial-UKRI" title="Financial">💵</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://heuintelligent.eu/"><img src="assets/logo-farger.svg?s=100" width="100px;" alt="Horizon Europe IntelLiGent Consortium"/><br /><sub><b>Horizon Europe IntelLiGent Consortium</b></sub></a><br /><a href="#financial-IntelLiGent" title="Financial">💵</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/muhammedsogut/"><img src="https://avatars.githubusercontent.com/u/34511375?v=4?s=100" width="100px;" alt="Muhammed Nedim Sogut"/><br /><sub><b>Muhammed Nedim Sogut</b></sub></a><br /><a href="https://github.com/pybop-team/PyBOP/commits?author=muhammedsogut" title="Code">💻</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/MarkBlyth"><img src="https://avatars.githubusercontent.com/u/20501619?v=4?s=100" width="100px;" alt="MarkBlyth"/><br /><sub><b>MarkBlyth</b></sub></a><br /><a href="https://github.com/pybop-team/PyBOP/commits?author=MarkBlyth" title="Code">💻</a></td>
     </tr>