Ruolo editoriale nella rivista «DNA- Di nulla Academia»
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», 2026, 152, Article number: e70070 , pp. 1 - 27 [Scientific article]Open Access
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
De Cillis, G.; Carrassi, A.; Brajard, J.; Bertino, L.; Broccoli, M.; Iovino, D.; Finn, T. S.; Bocquet, M., Hybrid physics–data‐driven modeling for sea ice thermodynamics and transfer learning, «QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY», 2026, e70200, pp. 1 - 21 [Scientific article]
Fossella, Francesco; Biferale, Luca; Carrassi, Alberto; Cencini, Massimo; Gupta, Vikrant, Multiscale data assimilation in turbulent models, «PHYSICAL REVIEW. E», 2026, 113, Article number: 024208 , pp. 1 - 18 [Scientific article]Open Access
Arcucci, Rossella; Healy, Sean; Dance, Sarah; Lei, Lili; Bach, Eviatar; Weaver, Anthony T.; Miyoshi, Takemasa; Dillon, Maria Eugenia; Draper, Clara; Schneider, Rochelle; Lang, Simon; Dueben, Peter; Bormann, Niels; Lean, Peter; Geer, Alan; Bonavita, Massimo; Van Leeuwen, Peter Jan; Cheng, Sibo; Bocquet, Marc; Zagar, Nedjeljka; De Campos Velho, Haroldo Fraga; Ruiz, Juan Jose; Bauer, Peter; Boukabara, Sid Ahmed; Carrassi, Alberto; Treadon, Russ; Collard, Andrew; Kleist, Daryl; Gholoubi, Azadeh; Wang, Xuguang; Samrat, Nahidul; Ralton, Gemma; Moore, Andrew M.; Lamer, Katia; Caltabiano, Nico, The convergence of machine learning and data assimilation in Earth system science, «NPJ ARTIFICIAL INTELLIGENCE.», 2026, 2, pp. 1 - 9 [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
