Merge pull request #121 from johannag126/master

add news and publications

Author: johannag126

content/news/2606AnnualMeeting.md

@@ -0,0 +1,15 @@
+---
+date: 2026-06-02T09:29:16+10:00
+title: "M²LInES Annual Meeting"
+heroHeading: ''
+heroSubHeading: 'M²LInES Annual Meeting'
+heroBackground: ''
+thumbnail:  'images/news/2606Annual.jpeg'
+images: ['images/news/2606Annual.jpeg']
+link: ''
+---
+
+The M²LInES team gathered  for its annual meeting, featuring discussions on climate science, AI, machine learning, emulators, and hybrid modeling.
+
+Invited speakers from Open Athena, AI2, and the Simons Center helped spark new ideas and strengthen partnerships with external foundations, nonprofits, and research organizations.
+

content/news/2606Shi.md

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+---
+date: 2026-06-02T09:29:16+10:00
+title: "Impact of Data-Driven Eddy Parameterization on Climate State in an Idealized Coupled CESM Model"
+heroHeading: ''
+heroSubHeading: 'Impact of Data-Driven Eddy Parameterization on Climate State in an Idealized Coupled CESM Model'
+heroBackground: ''
+thumbnail:  'images/news/2606Shi.png'
+images: ['images/news/2606Shi.png']
+link: 'https://doi.org/10.48550/arXiv.2603.25843'
+---
+
+A new [study](https://doi.org/10.48550/arXiv.2603.25843) led by Jia-Rui Shi explores how a data-driven eddy parameterization influences large-scale climate dynamics in a coupled climate model. By implementing the ZB20 eddy momentum parameterization in an idealized CESM configuration with MOM6 and CAM, the team found that the parameterized backscatter increases eddy kinetic energy, strengthens poleward ocean heat transport, and intensifies the overturning circulation in the Southern Hemisphere. These ocean adjustments produce a distinct dipolar sea surface temperature pattern, with mid-latitude cooling and high-latitude warming, and also affect the atmosphere through a compensating reduction in atmospheric heat transport and an equatorward shift of the mid-latitude jet. The results show how data-driven representations of ocean eddies can shape the mean climate state and provide insight for improving future climate models.

content/news/2606Zanna.md

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+---
+date: 2026-06-02T09:29:16+10:00
+title: "Video: AI + Climate Modeling for Scientific Discovery"
+heroHeading: ''
+heroSubHeading: 'AI + Climate Modeling for Scientific Discovery'
+heroBackground: ''
+thumbnail:  'images/news/2606Zanna.png'
+images: ['images/news/2606Zanna.png']
+link: 'https://www.youtube.com/watch?v=zVbnjFEohsA'
+---
+<br>
+
+### Laure Zanna presented this [seminar](https://www.youtube.com/watch?v=zVbnjFEohsA) at the AI Institute in Dynamic Systems last week.
+
+

content/news/Newsletters/_index.md

@@ -12,6 +12,8 @@ tags:
 
 ### 2026
 
+* 06/02/2026 - [M²LInES newsletter - June 2026](https://mailchi.mp/25cfd79a0287/m2lines-june2026)
+
 * 05/01/2026 - [M²LInES newsletter - May 2026](https://mailchi.mp/0ea31f7e9316/m2lines-may2026)
 
 * 04/01/2026 - [M²LInES newsletter - April 2026](https://mailchi.mp/4bca7e3e26ce/m2lines-apr2026)

content/publications/_index.md

@@ -14,6 +14,43 @@ You can also check all our publications on our **[Google Scholar profile](https:
 <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon"> M²LInES funded research
 
 ### 2026
+
+<div style="display: flex; align-items: center;">
+  <div style="width: 400px; height: 100px; overflow: hidden;  margin-right: -50px;">
+    <img src="/images/news/2511SamudrACE.gif" style="width: 100px; height: 100px;">
+  </div>
+  <p>
+    <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon">
+    <strong>James P. C. Duncan, Elynn Wu, Surya Dheeshjith, Adam Subel, Troy Arcomano, Spencer K. Clark, Brian Henn, Anna Kwa, Jeremy McGibbon, W. Andre Perkins, William Gregory, Carlos Fernandez-Granda, Julius Busecke, Oliver Watt-Meyer, William J. Hurlin, Alistair Adcroft, Laure Zanna, Christopher Bretherton</strong><br>
+    <a href="https://doi.org/10.1029/2025GL119340" target="_blank"><strong>SamudrACE: Fast and Accurate Coupled Climate Modeling with 3D Ocean and Atmosphere Emulators</strong></a><br>
+    <i>GRL</i> <strong>DOI</strong>:10.1029/2025GL119340
+  </p>
+</div>
+
+<div style="display: flex; align-items: center;">
+  <div style="width: 100px; height: 100px; overflow: hidden; margin-right: 10px;">
+    <img src="/images/news/2603Kamm.png" style="width: 100px; height: 100px;">
+  </div>
+  <p>
+   <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon">
+    <strong>David Kamm, Julie Deshayes, Pavel Perezhogin, Etienne Meunier, Alexis Barge</strong><br>
+    <a href="https://doi.org/10.1029/2026MS005816" target="_blank"><strong>Assessing Data-Driven Eddy-Parameterizations in an Atlantic Sector Model </strong></a><br>
+    <i>JAMES</i> <strong>DOI</strong>: 10.1029/2026MS005816
+  </p>
+</div>
+
+<div style="display: flex; align-items: center;">
+  <div style="width: 100px; height: 100px; overflow: hidden; margin-right: 10px;">
+    <img src="/images/publications/2510Shamekh.png" style="width: 100px; height: 100px;">
+  </div>
+  <p>
+   <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon">
+    <strong>Sara Shamekh, Pedro Angulo-Umana, Paul A O'gorman</strong><br>
+    <a href="https://doi.org/10.1175/JAS-D-25-0178.1" target="_blank"><strong>Data-driven Modeling of Stratiform and Convective Rain Area</strong></a><br>
+    <i>Journal of the Atmospheric Sciences</i> <strong>DOI</strong>: 10.1175/JAS-D-25-0178.1
+  </p>
+</div>
+
 <div style="display: flex; align-items: center;">
   <div style="width: 100px; height: 100px; overflow: hidden;  margin-right: 10px;">
     <img src="/images/publications/2504-Zanna.png" style="width: 100px; height: 100px;">
@@ -26,6 +63,18 @@ You can also check all our publications on our **[Google Scholar profile](https:
   </p>
 </div>
 
+<div style="display: flex; align-items: center;">
+  <div style="width: 100px; height: 100px; overflow: hidden;  margin-right: 10px;">
+    <img src="/images/news/2511Sane.png" style="width: 100px; height: 100px;">
+  </div>
+  <p>
+    <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon">
+    <strong>Aakash Sane, Brandon G Reichl, Alistair Adcroft, Laure Zanna</strong><br>
+    <a href="https://doi.org/10.1029/2026GL122106" target="_blank"><strong>Machine learned equations for vertical mixing coefficients in the ocean surface boundary layer</strong></a><br>
+    <i>GRL</i> <strong>DOI</strong>:10.1029/2026GL122106
+  </p>
+</div>
+
 <div style="display: flex; align-items: center;">
   <div style="width: 100px; height: 100px; overflow: hidden;  margin-right: 10px;">
     <img src="/images/publications/2504-Verma.png" style="width: 100px; height: 100px;">
@@ -46,31 +95,19 @@ You can also check all our publications on our **[Google Scholar profile](https:
   <p>
    <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon">
     <strong>Jia-Rui Shi, Pavel Perezhogin, Laure Zanna, Alistair Adcroft</strong><br>
-    <a href="https://doi.org/10.48550/arXiv.2603.25843" target="_blank"><strong>Impact of Data-Driven Eddy Parameterization on Climate State in an Idealized Coupled CESM Model></strong></a><br>
+    <a href="https://doi.org/10.48550/arXiv.2603.25843" target="_blank"><strong>Impact of Data-Driven Eddy Parameterization on Climate State in an Idealized Coupled CESM Model</strong></a><br>
     <i>Arxiv</i> <strong>DOI</strong>: 10.48550/arXiv.2603.25843
   </p>
 </div>
 
-<div style="display: flex; align-items: center;">
-  <div style="width: 100px; height: 100px; overflow: hidden; margin-right: 10px;">
-    <img src="/images/news/2603Kamm.png" style="width: 100px; height: 100px;">
-  </div>
-  <p>
-   <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon">
-    <strong>David Kamm, Julie Deshayes, Pavel Perezhogin, Etienne Meunier, Alexis Barge</strong><br>
-    <a href="https://doi.org/10.22541/essoar.177100611.18240844/v1" target="_blank"><strong>Assessing Data-Driven Eddy-Parameterizations in an Atlantic Sector Model></strong></a><br>
-    <i>ESS Open Archive</i> <strong>DOI</strong>: 10.22541/essoar.177100611.18240844/v1
-  </p>
-</div>
-
 <div style="display: flex; align-items: center;">
   <div style="width: 100px; height: 100px; overflow: hidden; margin-right: 10px;">
     <img src="/images/news/2604-Qi.png" style="width: 100px; height: 100px;">
   </div>
   <p>
    <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon">
     <strong>Qi Liu, Laure Zanna, Joan Bruna</strong><br>
-    <a href="https://doi.org/10.48550/arXiv.2603.17750" target="_blank"><strong>Towards Infinitely Long Neural Simulations: Self-Refining Neural Surrogate Models for Dynamical Systems></strong></a><br>
+    <a href="https://doi.org/10.48550/arXiv.2603.17750" target="_blank"><strong>Towards Infinitely Long Neural Simulations: Self-Refining Neural Surrogate Models for Dynamical Systems</strong></a><br>
     <i>Arxiv</i> <strong>DOI</strong>: 10.48550/arXiv.2603.17750
   </p>
 </div>
@@ -151,17 +188,7 @@ You can also check all our publications on our **[Google Scholar profile](https:
 </div>
 
 
-<div style="display: flex; align-items: center;">
-  <div style="width: 100px; height: 100px; overflow: hidden; margin-right: 10px;">
-    <img src="/images/publications/2510Shamekh.png" style="width: 100px; height: 100px;">
-  </div>
-  <p>
-   <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon">
-    <strong>Sara Shamekh, Pedro Angulo-Umana, Paul A O'gorman</strong><br>
-    <a href="https://doi.org/10.22541/au.176185709.98292011/v1" target="_blank"><strong>Data-driven Modeling of Stratiform and Convective Rain Area</strong></a><br>
-    <i>Authorea Preprint</i> <strong>DOI</strong>: 10.22541/au.176185709.98292011/v1
-  </p>
-</div>
+
 
 <div style="display: flex; align-items: center;">
   <div style="width: 400px; height: 100px; overflow: hidden; margin-right: -10px;">
@@ -223,17 +250,7 @@ You can also check all our publications on our **[Google Scholar profile](https:
   </p>
 </div>
 
-<div style="display: flex; align-items: center;">
-  <div style="width: 400px; height: 100px; overflow: hidden;  margin-right: -50px;">
-    <img src="/images/news/2511SamudrACE.gif" style="width: 100px; height: 100px;">
-  </div>
-  <p>
-    <img src="/images/newlogo.png" style="width: 1.5vw; height: 1.5hw; vertical-align: middle;" alt="DOI icon">
-    <strong>James P. C. Duncan, Elynn Wu, Surya Dheeshjith, Adam Subel, Troy Arcomano, Spencer K. Clark, Brian Henn, Anna Kwa, Jeremy McGibbon, W. Andre Perkins, William Gregory, Carlos Fernandez-Granda, Julius Busecke, Oliver Watt-Meyer, William J. Hurlin, Alistair Adcroft, Laure Zanna, Christopher Bretherton</strong><br>
-    <a href="https://doi.org/10.48550/arXiv.2509.12490" target="_blank"><strong>SamudrACE: Fast and Accurate Coupled Climate Modeling with 3D Ocean and Atmosphere Emulators</strong></a><br>
-    <i>Arxiv</i> <strong>DOI</strong>:10.48550/arXiv.2509.12490
-  </p>
-</div>
+
 
 <div style="display: flex; align-items: center;">
   <div style="width: 100px; height: 100px; overflow: hidden;  margin-right: 10px;">