diff --git a/content/code/_index.md b/content/code/_index.md
index 935be71b..7c283e5d 100644
--- a/content/code/_index.md
+++ b/content/code/_index.md
@@ -10,7 +10,8 @@ heroBackground: '/images/photo-1542831371-29b0f74f9713.jpeg'
    <a href="https://github.com/m2lines" target="_blank"><img src="/images/github-mark.png" style="width: 50px; height: 50px;">
   </div>
   <p>
-     Our codes are hosted on our </strong> <a href="https://github.com/m2lines" target="_blank"><strong>Github repository</a><br>
+     Our codes are hosted on our </strong> <a href="https://github.com/m2lines" target="_blank"><strong>Github repository. </strong> Weights are hosted on <a href="https://huggingface.co/M2LInES" target="_blank"><strong>HuggingFace.</a><br> 
+     
   </p>
 </div>
 
@@ -46,13 +47,17 @@ heroBackground: '/images/photo-1542831371-29b0f74f9713.jpeg'
 <br>
 
 #### Samudra
+
 <div style="display: flex; align-items: center;">
  <div style="width: 100px; height: 100px; overflow: hidden;  margin-right: 10px;">
     <img src="/images/publications/2501-Samudra.gif" style="width: 100px; height: auto;">
   </div>
- <p style="font-weight: normal;">
-    <a href="https://github.com/m2lines/Samudra" target="_blank"><strong>Samudra: An AI Global Ocean Emulator for Climate</strong></a><br>
-    The first 3D global emulator for Climate, <strong> 360x faster </strong> than traditional models!
+ <p style="font-weight: normal; margin:-10;">
+    <a href="https://doi.org/10.1029/2024GL114318" target="_blank"><strong>Samudra: An AI Global Ocean Emulator for Climate</strong></a><br>
+    The first 3D global emulator for Climate, <strong> 360x faster </strong> than traditional models! <br>
+   <a href="https://github.com/m2lines/Samudra" target="_blank">Code</a> | 
+   <a href="https://huggingface.co/M2LInES/Samudra/" target="_blank">Weights</a> | 
+   <a href="https://huggingface.co/datasets/M2LInES/Samudra-OM4" target="_blank">OM4-data</a>
   </p>
 </div>
 
@@ -65,7 +70,10 @@ heroBackground: '/images/photo-1542831371-29b0f74f9713.jpeg'
   </div>
  <p style="font-weight: normal;">
     <a href="https://doi.org/10.48550/arXiv.2509.12490" target="_blank"><strong>SamudrACE: the coupled climate emulator</strong></a><br>
-    Fast and accurate coupled ocean–atmosphere–sea-ice emulator.
+    Fast and accurate coupled ocean–atmosphere–sea-ice emulator. <br>
+	<a href="https://github.com/ai2cm/ace" target="_blank">Code</a> | 
+   <a href="https://huggingface.co/allenai/SamudrACE-CM4-piControl" target="_blank">Weights</a> 
+
   </p>
 </div>
 
@@ -78,7 +86,22 @@ heroBackground: '/images/photo-1542831371-29b0f74f9713.jpeg'
   </div>
   <p style="font-weight: normal;">
     <a href="https://github.com/NCAR/miles-credit/tree/CAMulator_V01.00" target="_blank"><strong>CAMulator: Fast Emulation of the Community Atmosphere Model</strong></a><br>
-   <strong> 250× quicker</strong> than CESM CAM.
+   <strong> 250× quicker</strong> than CESM CAM. <br>
+   	<a href="https://github.com/NCAR/miles-credit/tree/main/climate" target="_blank">Code</a> 
+  </p>
+</div>
+
+<br>
+
+#### FloeNet
+<div style="display: flex; align-items: center;">
+  <div style="width: 100px; height: 100px; overflow: hidden;  margin-right: 10px;">
+    <img src="/images/news/2604-FloeNet.png" style="width: 100px; height: 100px;">
+  </div>
+  <p style="font-weight: normal;">
+    <a href="https://doi.org/10.48550/arXiv.2603.12449" target="_blank"><strong>FloeNet: A mass-conserving global sea ice emulator that generalizes across climates</strong></a><br>
+    <a href="https://github.com/ai2cm/ace" target="_blank">Code</a> | 
+   <a href="https://huggingface.co/M2LInES/FloeNet-OM4" target="_blank">Weights</a> 
   </p>
 </div>
 
diff --git a/content/publications/_index.md b/content/publications/_index.md
index 85458309..727cc372 100644
--- a/content/publications/_index.md
+++ b/content/publications/_index.md
@@ -14,6 +14,18 @@ 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: 200px; height: 100px; overflow: hidden; margin-right: -30px;">
+    <img src="/images/news/2604-FloeNet.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>William Gregory, Mitchell Bushuk, James Duncan, Elynn Wu, Adam Subel, Spencer K. Clark, Bill Hurlin, Oliver Watt-Meyer, Alistair Adcroft, Chris Bretherton, Laure Zanna</strong><br>
+    <a href="https://doi.org/10.48550/arXiv.2603.12449" target="_blank"><strong>FloeNet: A mass-conserving global sea ice emulator that generalizes across climates</strong></a><br>
+    <i>Arxiv</i> <strong>DOI</strong>: 10.48550/arXiv.2603.12449
+  </p>
+</div>
+
 <div style="display: flex; align-items: center;">
   <div style="width: 100px; height: 100px; overflow: hidden; margin-right: 10px;">
     <img src="/images/news/2602Brettin.png" style="width: 100px; height: 100px;">
diff --git a/static/images/news/2604-FloeNet.png b/static/images/news/2604-FloeNet.png
new file mode 100644
index 00000000..3deea88c
Binary files /dev/null and b/static/images/news/2604-FloeNet.png differ