CARRASSI, NATALE ALBERTO
CARRASSI, NATALE ALBERTO
DIFA - DIPARTIMENTO DI FISICA E ASTRONOMIA "AUGUSTO RIGHI"
Docenti di ruolo di IIa fascia
DNA- Di nulla Academia
In corso di stampa Bruno Capaci, Gian Mario Anselmi, Andrea Campana, Elisabetta Selmi, Marco Veglia, Piermario Vescovo, Lucia Rodler, Loredana Chines, Nicola Bonazzi, Andrea Segrè, Elide Casali, Rosario Castelli, Luigi Cepparone, Massimo Ciavolella, Patrizia Cremonini, Silvana d'Alessio, Alberto di Franco. Maria Freddi, Fabio Giunta, Tatiana Korneeva, Jean-Jacques Marchand, Alberto Natale, Roberto Puggioni, Stefano Scioli, Paolo Tinti, Enrico Zucchi, Maria Silvia Tatti, Valeria Merola, Giuseppe Traina, Marina Paino, Maddalena Modesti, Andrea Manganaro, Roberta Pierangela Gandolfi, Silvia Zangrandi, Roberta Martina Zagarella, Elena Santagata
Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble
2024 Bocquet, Marc; Farchi, Alban; Finn, Tobias S.; Durand, Charlotte; Cheng, Sibo; Chen, Yumeng; Pasmans, Ivo; Carrassi, Alberto
Generative Diffusion for Regional Surrogate Models From Sea‐Ice Simulations
2024 Finn, Tobias Sebastian; Durand, Charlotte; Farchi, Alban; Bocquet, Marc; Rampal, Pierre; Carrassi, Alberto
Investigating ecosystem connections in the shelf sea environment using complex networks
2024 Higgs, Ieuan; Skákala, Jozef; Bannister, Ross; Carrassi, Alberto; Ciavatta, Stefano
Multivariate state and parameter estimation with data assimilation applied to sea-ice models using a Maxwell elasto-brittle rheology
2024 Chen, Yumeng; Smith, Polly; Carrassi, Alberto; Pasmans, Ivo; Bertino, Laurent; Bocquet, Marc; Finn, Tobias Sebastian; Rampal, Pierre; Dansereau, Véronique
Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks
2024 Driscoll S.; Carrassi A.; Brajard J.; Bertino L.; Bocquet M.; Olason E.O.
Tailoring data assimilation to discontinuous Galerkin models
2024 Pasmans I.; Chen Y.; Carrassi A.; Jones C.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
2023 Cheng, Sukun; Chen, Yumeng; Aydoğdu, Ali; Bertino, Laurent; Carrassi, Alberto; Rampal, Pierre; Jones, Christopher K. R. T.
Assimilation of Sentinel-1 Backscatter into a Land Surface Model with River Routing and Its Impact on Streamflow Simulations in Two Belgian Catchments
2023 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
Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology
2023 Finn, Tobias Sebastian; Durand, Charlotte; Farchi, Alban; Bocquet, Marc; Chen, Yumeng; Carrassi, Alberto; Dansereau, Véronique
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review
2023 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
Supermodeling Improving Predictions with an Ensemble of Interacting Models
2023 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
Supervised machine learning to estimate instabilities in chaotic systems: Estimation of local Lyapunov exponents
2023 Daniel Ayers; Jack Lau; Javier Amezcua; Alberto Carrassi; Varun Ojha
Assimilation of Backscatter Observations into a Hydrological Model: A Case Study in Belgium Using ASCAT Data
2022 Baguis, Pierre; Carrassi, Alberto; Roulin, Emmanuel; Vannitsem, Stéphane; Modanesi, Sara; Lievens, Hans; Bechtold, Michel; De Lannoy, Gabrielle De
Data Assimilation for Chaotic Dynamics
2022 Carrassi, Alberto; Bocquet, Marc; Demaeyer, Jonathan; Grudzien, Colin; Raanes, Patrick; Vannitsem, Stéphane
Dynamical effects of inflation in ensemble-based data assimilation under the presence of model error
2022 Scheffler G.; Carrassi A.; Ruiz J.; Pulido M.
IMPROVING PANDEMIC FORECASTS - ASSIMILATING OBSERVATIONS AND SIMULATIONS
2022 Natale Alberto Carrassi
Perspective on satellite-based land data assimilation to estimate water cycle components in an era of advanced data availability and model sophistication
2022 De Lannoy, Gabriëlle J. M.; Bechtold, Michel; Albergel, Clément; Brocca, Luca; Calvet, Jean-Christophe; Carrassi, Alberto; Crow, Wade T.; de Rosnay, Patricia; Durand, Michael; Forman, Barton; Geppert, Gernot; Girotto, Manuela; Hendricks Franssen, Harrie-Jan; Jonas, Tobias; Kumar, Sujay; Lievens, Hans; Lu, Yang; Massari, Christian; Pauwels, Valentijn R. N.; Reichle, Rolf H.; Steele-Dunne, Susan
Training a supermodel with noisy and sparse observations: a case study with CPT and the synch rule on SPEEDO – v.1
2022 Schevenhoven, Francine; Carrassi, Alberto
An international initiative of predicting the SARS-CoV-2 pandemic using ensemble data assimilation
2021 Evensen, Geir; Amezcua, Javier; Bocquet, Marc; Carrassi, Alberto; Farchi, Alban; Fowler, Alison; Houtekamer, Pieter L.; Jones, Christopher K.; de Moraes, Rafael J.; Pulido, Manuel; Sampson, Christian; Vossepoel, Femke C.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| DNA- Di nulla Academia | Bruno Capaci, Gian Mario Anselmi, Andrea Campana, Elisabetta Selmi, Marco Veglia, Piermario Vesco...vo, Lucia Rodler, Loredana Chines, Nicola Bonazzi, Andrea Segrè, Elide Casali, Rosario Castelli, Luigi Cepparone, Massimo Ciavolella, Patrizia Cremonini, Silvana d'Alessio, Alberto di Franco. Maria Freddi, Fabio Giunta, Tatiana Korneeva, Jean-Jacques Marchand, Alberto Natale, Roberto Puggioni, Stefano Scioli, Paolo Tinti, Enrico Zucchi, Maria Silvia Tatti, Valeria Merola, Giuseppe Traina, Marina Paino, Maddalena Modesti, Andrea Manganaro, Roberta Pierangela Gandolfi, Silvia Zangrandi, Roberta Martina Zagarella, Elena Santagata | 9999-01-01 | DNA DI NULLA ACADEMIA | - | 8.01 Ruolo editoriale in rivista | - |
| Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble | Bocquet, Marc; Farchi, Alban; Finn, Tobias S.; Durand, Charlotte; Cheng, Sibo; Chen, Yumeng; Pasm...ans, Ivo; Carrassi, Alberto | 2024-01-01 | CHAOS | - | 1.01 Articolo in rivista | 091104_1_5.0230837.pdf |
| Generative Diffusion for Regional Surrogate Models From Sea‐Ice Simulations | Finn, Tobias Sebastian; Durand, Charlotte; Farchi, Alban; Bocquet, Marc; Rampal, Pierre; Carrassi..., Alberto | 2024-01-01 | JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS | - | 1.01 Articolo in rivista | J Adv Model Earth Syst - 2024 - Finn - Generative Diffusion for Regional Surrogate Models From Sea‐Ice Simulations.pdf |
| Investigating ecosystem connections in the shelf sea environment using complex networks | Higgs, Ieuan; Skákala, Jozef; Bannister, Ross; Carrassi, Alberto; Ciavatta, Stefano | 2024-01-01 | BIOGEOSCIENCES | - | 1.01 Articolo in rivista | bg-21-731-2024.pdf; bg-21-731-2024-supplement.pdf |
| Multivariate state and parameter estimation with data assimilation applied to sea-ice models using a Maxwell elasto-brittle rheology | Chen, Yumeng; Smith, Polly; Carrassi, Alberto; Pasmans, Ivo; Bertino, Laurent; Bocquet, Marc; Fin...n, Tobias Sebastian; Rampal, Pierre; Dansereau, Véronique | 2024-01-01 | THE CRYOSPHERE | - | 1.01 Articolo in rivista | tc-18-2381-2024.pdf |
| Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks | Driscoll S.; Carrassi A.; Brajard J.; Bertino L.; Bocquet M.; Olason E.O. | 2024-01-01 | JOURNAL OF COMPUTATIONAL SCIENCE | - | 1.01 Articolo in rivista | 1-s2.0-S1877750324000243-main.pdf |
| Tailoring data assimilation to discontinuous Galerkin models | Pasmans I.; Chen Y.; Carrassi A.; Jones C.K.R.T. | 2024-01-01 | QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY | - | 1.01 Articolo in rivista | Quart J Royal Meteoro Soc - 2024 - Pasmans - Tailoring data assimilation to discontinuous Galerkin models.pdf |
| Arctic sea ice data assimilation combining an ensemble Kalman filter with a novel Lagrangian sea ice model for the winter 2019–2020 | Cheng, Sukun; Chen, Yumeng; Aydoğdu, Ali; Bertino, Laurent; Carrassi, Alberto; Rampal, Pierre; Jo...nes, Christopher K. R. T. | 2023-01-01 | THE CRYOSPHERE | - | 1.01 Articolo in rivista | tc-17-1735-2023.pdf |
| Assimilation of Sentinel-1 Backscatter into a Land Surface Model with River Routing and Its Impact on Streamflow Simulations in Two Belgian Catchments | Bechtold, Michel; Modanesi, Sara; Lievens, Hans; Baguis, Pierre; Brangers, Isis; Carrassi, Albert...o; Getirana, Augusto; Gruber, Alexander; Heyvaert, Zdenko; Massari, Christian; Scherrer, Samuel; Vannitsem, Stéphane; De Lannoy, Gabrielle | 2023-01-01 | JOURNAL OF HYDROMETEOROLOGY | - | 1.01 Articolo in rivista | hydr-JHM-D-22-0198.1 (1).pdf; 10.1175_JHM-D-22-0198.s1 (3).pdf |
| Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology | Finn, Tobias Sebastian; Durand, Charlotte; Farchi, Alban; Bocquet, Marc; Chen, Yumeng; Carrassi, ...Alberto; Dansereau, Véronique | 2023-01-01 | THE CRYOSPHERE | - | 1.01 Articolo in rivista | tc-17-2965-2023.pdf |
| Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review | 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 | 2023-01-01 | IEEE/CAA JOURNAL OF AUTOMATICA SINICA | - | 1.01 Articolo in rivista | 2303.10462.pdf |
| Supermodeling Improving Predictions with an Ensemble of Interacting Models | 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 | 2023-01-01 | BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY | - | 1.01 Articolo in rivista | bams-BAMS-D-22-0070.1.pdf |
| Supervised machine learning to estimate instabilities in chaotic systems: Estimation of local Lyapunov exponents | Daniel Ayers; Jack Lau; Javier Amezcua; Alberto Carrassi; Varun Ojha | 2023-01-01 | QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY | - | 1.01 Articolo in rivista | Quart+J+Royal+Meteoro+Soc+-+2023+-+Ayers+-+Supervised+machine+learning+to+estimate+instabilities+in+chaotic+systems_compressed.pdf |
| Assimilation of Backscatter Observations into a Hydrological Model: A Case Study in Belgium Using ASCAT Data | Baguis, Pierre; Carrassi, Alberto; Roulin, Emmanuel; Vannitsem, Stéphane; Modanesi, Sara; Lievens..., Hans; Bechtold, Michel; De Lannoy, Gabrielle De | 2022-01-01 | REMOTE SENSING | - | 1.01 Articolo in rivista | remotesensing-14-05740-v2.pdf |
| Data Assimilation for Chaotic Dynamics | Carrassi, Alberto; Bocquet, Marc; Demaeyer, Jonathan; Grudzien, Colin; Raanes, Patrick; Vannitsem..., Stéphane | 2022-01-01 | - | Springer International Publishing | 2.01 Capitolo / saggio in libro | 2010.07063.pdf |
| Dynamical effects of inflation in ensemble-based data assimilation under the presence of model error | Scheffler G.; Carrassi A.; Ruiz J.; Pulido M. | 2022-01-01 | QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY | - | 1.01 Articolo in rivista | 2110.06769.pdf |
| IMPROVING PANDEMIC FORECASTS - ASSIMILATING OBSERVATIONS AND SIMULATIONS | Natale Alberto Carrassi | 2022-01-01 | - | UNESCO | 2.01 Capitolo / saggio in libro | MfA_Toolkit-Full_Print-28-29.pdf |
| Perspective on satellite-based land data assimilation to estimate water cycle components in an era of advanced data availability and model sophistication | De Lannoy, Gabriëlle J. M.; Bechtold, Michel; Albergel, Clément; Brocca, Luca; Calvet, Jean-Chris...tophe; Carrassi, Alberto; Crow, Wade T.; de Rosnay, Patricia; Durand, Michael; Forman, Barton; Geppert, Gernot; Girotto, Manuela; Hendricks Franssen, Harrie-Jan; Jonas, Tobias; Kumar, Sujay; Lievens, Hans; Lu, Yang; Massari, Christian; Pauwels, Valentijn R. N.; Reichle, Rolf H.; Steele-Dunne, Susan | 2022-01-01 | FRONTIERS IN WATER | - | 1.01 Articolo in rivista | frwa-04-981745 (2).pdf |
| Training a supermodel with noisy and sparse observations: a case study with CPT and the synch rule on SPEEDO – v.1 | Schevenhoven, Francine; Carrassi, Alberto | 2022-01-01 | GEOSCIENTIFIC MODEL DEVELOPMENT | - | 1.01 Articolo in rivista | gmd-15-3831-2022.pdf |
| An international initiative of predicting the SARS-CoV-2 pandemic using ensemble data assimilation | Evensen, Geir; Amezcua, Javier; Bocquet, Marc; Carrassi, Alberto; Farchi, Alban; Fowler, Alison; ...Houtekamer, Pieter L.; Jones, Christopher K.; de Moraes, Rafael J.; Pulido, Manuel; Sampson, Christian; Vossepoel, Femke C. | 2021-01-01 | FOUNDATIONS OF DATA SCIENCE | - | 1.01 Articolo in rivista | 2639-8001_2021_3_413.pdf |