Ruolo editoriale nella rivista «DNA- Di nulla Academia»
Higgs, Ieuan; Bannister, Ross; Skákala, Jozef; Carrassi, Alberto; Ciavatta, Stefano, Hybrid machine learning data assimilation for marine biogeochemistry, «BIOGEOSCIENCES», 2026, 23, pp. 315 - 344 [Scientific article]Open Access
Pasmans, Ivo; Chen, Yumeng; Sebastian Finn, Tobias; Bocquet, Marc; Carrassi, Alberto, Ensemble Kalman filter in latent space using a variational autoencoder pair, «QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY», 2025, e70070, Article number: e70070 , pp. 1 - 27 [Scientific article]
Garcia-Oliva, Lilian; Carrassi, Alberto; Counillon, François, Exploring the influence of spatio-temporal scale differences in coupled data assimilation, «NONLINEAR PROCESSES IN GEOPHYSICS», 2025, 32, pp. 439 - 456 [Scientific article]Open Access
Barone, A.; Carrassi, A.; Savary, T.; Demaeyer, J.; Vannitsem, S., Structural origins and real-time predictors of intermittency, «CHAOS», 2025, 35, Article number: 103119 , pp. 1 - 19 [Scientific article]Open Access
Bocquet, Marc; Farchi, Alban; Finn, Tobias S.; Durand, Charlotte; Cheng, Sibo; Chen, Yumeng; Pasmans, Ivo; Carrassi, Alberto, Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble, «CHAOS», 2024, 34, Article number: 091104 , pp. 1 - 9 [Scientific article]Open Access
Finn, Tobias Sebastian; Durand, Charlotte; Farchi, Alban; Bocquet, Marc; Rampal, Pierre; Carrassi, Alberto, Generative Diffusion for Regional Surrogate Models From Sea‐Ice Simulations, «JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS», 2024, 16, Article number: e2024MS004395 , pp. 1 - 38 [Scientific article]Open Access
Higgs, Ieuan; Skákala, Jozef; Bannister, Ross; Carrassi, Alberto; Ciavatta, Stefano, Investigating ecosystem connections in the shelf sea environment using complex networks, «BIOGEOSCIENCES», 2024, 21, pp. 731 - 746 [Scientific article]Open Access
Chen, Yumeng; Smith, Polly; Carrassi, Alberto; Pasmans, Ivo; Bertino, Laurent; Bocquet, Marc; Finn, Tobias Sebastian; Rampal, Pierre; Dansereau, Véronique, Multivariate state and parameter estimation with data assimilation applied to sea-ice models using a Maxwell elasto-brittle rheology, «THE CRYOSPHERE», 2024, 18, pp. 2381 - 2406 [Scientific article]Open Access
Driscoll S.; Carrassi A.; Brajard J.; Bertino L.; Bocquet M.; Olason E.O., Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks, «JOURNAL OF COMPUTATIONAL SCIENCE», 2024, 79, Article number: 102231 , pp. 1 - 15 [Scientific article]Open Access
Pasmans I.; Chen Y.; Carrassi A.; Jones C.K.R.T., Tailoring data assimilation to discontinuous Galerkin models, «QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY», 2024, 150, pp. 2820 - 2847 [Scientific article]Open Access
Cheng, Sukun; Chen, Yumeng; Aydoğdu, Ali; Bertino, Laurent; Carrassi, Alberto; Rampal, Pierre; Jones, Christopher K. R. T., Arctic sea ice data assimilation combining an ensemble Kalman filter with a novel Lagrangian sea ice model for the winter 2019–2020, «THE CRYOSPHERE», 2023, 17, pp. 1735 - 1754 [Scientific article]Open Access
Bechtold, Michel; Modanesi, Sara; Lievens, Hans; Baguis, Pierre; Brangers, Isis; Carrassi, Alberto; Getirana, Augusto; Gruber, Alexander; Heyvaert, Zdenko; Massari, Christian; Scherrer, Samuel; Vannitsem, Stéphane; De Lannoy, Gabrielle, Assimilation of Sentinel-1 Backscatter into a Land Surface Model with River Routing and Its Impact on Streamflow Simulations in Two Belgian Catchments, «JOURNAL OF HYDROMETEOROLOGY», 2023, 24, pp. 2389 - 2408 [Scientific article]Open Access
Finn, Tobias Sebastian; Durand, Charlotte; Farchi, Alban; Bocquet, Marc; Chen, Yumeng; Carrassi, Alberto; Dansereau, Véronique, Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology, «THE CRYOSPHERE», 2023, 17, pp. 2965 - 2991 [Scientific article]Open Access
Cheng, Sibo; Quilodrán-Casas, César; Ouala, Said; Farchi, Alban; Liu, Che; Tandeo, Pierre; Fablet, Ronan; Lucor, Didier; Iooss, Bertrand; Brajard, Julien; Xiao, Dunhui; Janjic, Tijana; Ding, Weiping; Guo, Yike; Carrassi, Alberto; Bocquet, Marc; Arcucci, Rossella, Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review, «IEEE/CAA JOURNAL OF AUTOMATICA SINICA», 2023, 10, pp. 1361 - 1387 [Scientific article]Open Access
