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@@ -5,18 +5,34 @@ permalink: /code/
 ---
 
 
-Because we pay a lot of attention to the **robustness and reproducibility** of our results, we distribute most of our research code under open source licenses. For instance, our contributions to [NEMO](http://meom-group.github.io/nemo/) ocean model are discussed with the NEMO System Team and distributed under the CeCILL license with NEMO releases. 
+We believe that scientific software plays an essential role in modern science. We pay a lot of attention to the **robustness and reproducibility** of our results, this is why we distribute most of our research code under open source licenses. 
 
-Other on-going active projects include : 
+For instance, our contributions to [NEMO](http://meom-group.github.io/nemo/) ocean model are discussed with the NEMO System Team and distributed under the CeCILL license with NEMO releases. 
 
+**Information about our current software projects are available our [github organization](https://github.com/meom-group).** 
+
+On-going active projects by the group member include : 
+
+- **[Jaxparrow](https://github.com/meom-group/jaxparrow)** : Computes the inversion of cyclogeostrophic balance with a novel variational formulation (*contact : V. Bertrand*)
+
+- **[DCM](https://github.com/meom-group/DCM)** : An environment tool aiming at helping the deployment a NEMO model configuration.  (*contact : J.-M. Molines*)
 
 - **[CDFTOOLS](https://github.com/meom-group/CDFTOOLS)** (since 2006) : A fortran package for diagnostics of ocean model output. [On-line documentation is available.](http://meom-group.github.io/doc/CDFTOOLS/) (*contact : J.-M. Molines*)
 
-- **[SESAM](http://lgge.osug.fr/meom/Outils/SESAM/sesam.html)** (since 2001) : A fortran library for sequencial data assimilation (*contact : J.M. Brankart*)
+- **[SESAM](https://github.com/brankart/sesam)** (since 2001) : A fortran library for sequencial data assimilation (*contact : J.M. Brankart*)
+
+- **[ENSDAM](https://github.com/brankart/ensdam)** : Ensemble data assimilation modules (*contact : J.M. Brankart*)
+  
+We are also collaborating on the following projects : 
+
+ - **[neXtSIM_DG](https://github.com/nextsimhub/nextsimdg)** : next generation sea-ice model with Discontinuous Galerkin (*contact in the group : P. Rampal*)
+
+- **[MASSH](https://github.com/leguillf/MASSH/)** : A library for mapping altimeter data (*contact in the group: E. Cosme*)
+
+ - **[OceanBench](https://github.com/jejjohnson/oceanbench)** :  a unifying framework that provides standardized processing of geoscientific data for ML practionners (*contact in the group: J. Le Sommer*)
 
-- **[OOCGCM](http://oocgcm.readthedocs.io/)** (since 2016) : Out-of-core analysis of large gridded geophysical dataset (*contact : J. Le Sommer*)
+ - **[Jaxsw](https://github.com/jejjohnson/jaxsw/)** : Simple ocean models in Jax (*contact in the group: J. Le Sommer*)
 
-**For more recent action, you may also visit our [github organization](https://github.com/meom-group).** 
 
 Some of our past projects (that may no longer be actively supported or whose the main developpers is no longer in the group) include : 
 
@@ -24,5 +40,6 @@ Some of our past projects (that may no longer be actively supported or whose the
  - **[SOSIE](http://sosie.sourceforge.net/)** (2007-2011): (Only a) Surface Interpolation Environment (*contact : L. Brodeau*)
  - **[PyClim](http://servforge.legi.grenoble-inp.fr/projects/soft-pyclim)** (2012-2015): Analysis of high-resolution geophysical netCDF files using Python (*contact : G. Serazin*) 
  - **[CHART](https://github.com/meom-group/CHART_COUPE)** (since 2001) A NCARG based visualisation tool ( [manual](https://meom-group.github.io/CHART_COUPE_DOC/) ) (*contact : J.-M. Molines*)
+ - **[OOCGCM](http://oocgcm.readthedocs.io/)** (since 2016) : Out-of-core analysis of large gridded geophysical dataset (*contact : J. Le Sommer*)
+  
 
-We believe that scientific software plays an essential role in **transforming raw data and hypotheses** into science.