Foto del docente

Natale Alberto Carrassi

Associate Professor

Department of Physics and Astronomy "Augusto Righi"

Academic discipline: FIS/06 Physics of the Earth and of the Circumterrestrial Medium

Publications

Ruolo editoriale nella rivista «DNA- Di nulla Academia»

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]

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, 1, pp. 1 - 28 [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

Schevenhoven, F; Keenlyside, N; Counillon, F; Carrassi, A; Chapman, WE; Devilliers, M; Gupta, A; Koseki, S; Selten, F; Shen, ML; Wang, S; Weiss, JB; Wiegerinck, W; Duane, GS, Supermodeling Improving Predictions with an Ensemble of Interacting Models, «BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY», 2023, 104, pp. 1670 - 1686 [Scientific article]Open Access

Daniel Ayers; Jack Lau; Javier Amezcua; Alberto Carrassi; Varun Ojha, Supervised machine learning to estimate instabilities in chaotic systems: Estimation of local Lyapunov exponents, «QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY», 2023, 149, pp. 1236 - 1262 [Scientific article]Open Access

Baguis, Pierre; Carrassi, Alberto; Roulin, Emmanuel; Vannitsem, Stéphane; Modanesi, Sara; Lievens, Hans; Bechtold, Michel; De Lannoy, Gabrielle De, Assimilation of Backscatter Observations into a Hydrological Model: A Case Study in Belgium Using ASCAT Data, «REMOTE SENSING», 2022, 14, Article number: 5740 , pp. 1 - 26 [Scientific article]Open Access

Carrassi, Alberto; Bocquet, Marc; Demaeyer, Jonathan; Grudzien, Colin; Raanes, Patrick; Vannitsem, Stéphane, Data Assimilation for Chaotic Dynamics, in: Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV), N/A, Springer International Publishing, 2022, pp. 1 - 42 [Chapter or essay]Open Access

Scheffler G.; Carrassi A.; Ruiz J.; Pulido M., Dynamical effects of inflation in ensemble-based data assimilation under the presence of model error, «QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY», 2022, 148, pp. 2368 - 2383 [Scientific article]Open Access

Natale Alberto Carrassi, IMPROVING PANDEMIC FORECASTS - ASSIMILATING OBSERVATIONS AND SIMULATIONS, in: Mathematics for action: supporting science-based decision-making, N/A, UNESCO, 2022, pp. 9 - 10 [Chapter or essay]Open Access