Alberto Carrassi
University of Reading
H-index: 28
Europe-United Kingdom
Top articles of Alberto Carrassi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A data-driven sea-ice model with generative deep learning | Tobias Sebastian Finn Charlotte Durand Flavia Porro Alban Farchi Marc Bocquet | 2024/3/7 | |
Investigating ecosystem connections in the shelf sea environment using complex networks | Biogeosciences | Ieuan Higgs Jozef Skákala Ross Bannister Alberto Carrassi Stefano Ciavatta | 2024/2/8 |
Generative diffusion for regional surrogate models from sea-ice simulations | Tobias Sebastian Finn Charlotte Durand Alban Farchi Marc Bocquet Pierre Rampal | 2024/4/23 | |
Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks | Journal of Computational Science | Simon Driscoll Alberto Carrassi Julien Brajard Laurent Bertino Marc Bocquet | 2024/3/16 |
Multivariate state and parameter estimation using data assimilation in a Maxwell-Elasto-Brittle sea ice model | Yumeng Chen Polly Smith Alberto Carrassi Ivo Pasmans Laurent Bertino | 2024/3/7 | |
Replacing parametrisations of melt ponds on sea ice with machine learning emulators | Simon Driscoll Alberto Carrassi Julien Brajard Laurent Bertino Marc Bocquet | 2024/3/7 | |
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review | Sibo Cheng César Quilodrán-Casas Said Ouala Alban Farchi Che Liu | 2023/5/31 | |
Tailoring data assimilation to discontinuous Galerkin models | arXiv preprint arXiv:2305.02950 | Ivo Pasmans Yumeng Chen Alberto Carrassi Chris KRT Jones | 2023/5/4 |
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 | Michel Bechtold Sara Modanesi Hans Lievens Pierre Baguis Isis Brangers | 2023/12 |
Arctic sea ice data assimilation combining an ensemble Kalman filter with a novel Lagrangian sea ice model for the winter 2019–2020 | The Cryosphere | Sukun Cheng Yumeng Chen Ali Aydoğdu Laurent Bertino Alberto Carrassi | 2023/4/25 |
Multivariate state and parameter estimation with data assimilation on sea-ice models using a Maxwell-Elasto-Brittle rheology | EGUsphere | Yumeng Chen Polly Smith Alberto Carrassi Ivo Pasmans Laurent Bertino | 2023/10/16 |
Ecosystem connections in the shelf sea environment using complex networks | EGUsphere | Ieuan Higgs Jozef Skákala Ross Bannister Alberto Carrassi Stefano Ciavatta | 2023/4/17 |
Supermodeling: improving predictions with an ensemble of interacting models | Bulletin of the American Meteorological Society | Francine Schevenhoven Noel Keenlyside François Counillon Alberto Carrassi William E Chapman | 2023/9 |
Supervised machine learning to estimate instabilities in chaotic systems: estimation of local Lyapunov exponents | Quarterly Journal of the Royal Meteorological Society | Daniel Ayers Jack Lau Javier Amezcua Alberto Carrassi Varun Ojha | 2023/4 |
Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology | The Cryosphere | Tobias Sebastian Finn Charlotte Durand Alban Farchi Marc Bocquet Yumeng Chen | 2023/7/21 |
Data assimilation for chaotic dynamics | Alberto Carrassi Marc Bocquet Jonathan Demaeyer Colin Grudzien Patrick Raanes | 2022 | |
Dynamical effects of inflation in ensemble‐based data assimilation under the presence of model error | Quarterly Journal of the Royal Meteorological Society | Guillermo Scheffler Alberto Carrassi Juan Ruiz Manuel Pulido | 2022/7 |
Improving streamflow simulation by assimilating Sentinel-1 backscatter into a land surface model with river routing | Michel Bechtold Sara Modanesi Hans Lievens Pierre Baguis Isis Brangers | 2022/12/2 | |
Training a supermodel with noisy and sparse observations: a case study with CPT and the synch rule on SPEEDO–v. 1 | Geoscientific Model Development | Francine Schevenhoven Alberto Carrassi | 2022/5/12 |
Sensitivity Analysis and Machine Learning of a Sea Ice Melt Pond Parametrisation | AGU Fall Meeting Abstracts | Simon Driscoll Alberto Carrassi Marc Bocquet Laurent Bertino Julien Brajard | 2022/12 |
Co-Authors
