| 2012 | ESANN | Image reconstruction using an iterative SOM based algorithm. | Manel Jouini, Sylvie Thiria, Michel Crpon |
| 2011 | IJCCI | Retrieving Aerosol Characteristics from Satellite Ocean Color Multi-spectral Sensors using a Neural-variational Method. | Daouda Diouf, Sylvie Thiria, Awa Niang, Julien Brajard, Michel Crpon |
| 2009 | IJCNN | Rain rate retrieval by processing the observations of the 85V and 85H GHz channels of the SSM/I and TMI passive microwave sensors. | Miguel Perez Chavariar, Carlos Mejia, Ccile Mallet, Michel Crpon, Fouad Badran, Sylvie Thiria |
| 2009 | IJCNN | Analysis of the Senegalo-Mauritanian upwelling by processing satellite remote sensing observations with topological maps. | Salam Sawadogo, Julien Brajard, Awa Niang, Cyril Lathuiliere, Michel Crpon, Sylvie Thiria |
| 2008 | IJCNN | Validation of model simulations with respect to in situ observations by the use of probabilistic estimations. | Julien Brajard, Fouad Badran, Michel Crpon, Sylvie Thiria |
| 2007 | IJCNN | Using SOM to estimate optical inherent properties from remote sensing reflectance. | Aymeric Chazottes, Michel Crpon, Sylvie Thiria |
| 2005 | IGARSS | Neural networks to retrieve sea surface salinity from SMOS brightness temperatures. | Estelle Obligis, Sylvie Labroue, Adel Ammar, Sylvie Thiria, Michel Crpon |