Alberto Carrassi
University of Reading
H-index: 28
Europe-United Kingdom
Top articles of Alberto Carrassi
Generative diffusion for regional surrogate models from sea-ice simulations
2024/4/23
Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks
Journal of Computational Science
2024/3/16
Alberto Carrassi
H-Index: 21
Marc Bocquet
H-Index: 30
Multivariate state and parameter estimation using data assimilation in a Maxwell-Elasto-Brittle sea ice model
2024/3/7
Alberto Carrassi
H-Index: 21
Marc Bocquet
H-Index: 30
Replacing parametrisations of melt ponds on sea ice with machine learning emulators
2024/3/7
A data-driven sea-ice model with generative deep learning
2024/3/7
Investigating ecosystem connections in the shelf sea environment using complex networks
Biogeosciences
2024/2/8
Alberto Carrassi
H-Index: 21
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
2023/12
Hans Lievens
H-Index: 21
Alberto Carrassi
H-Index: 21
Alexander Gruber
H-Index: 1
Gabrielle De Lannoy
H-Index: 41
Multivariate state and parameter estimation with data assimilation on sea-ice models using a Maxwell-Elasto-Brittle rheology
EGUsphere
2023/10/16
Alberto Carrassi
H-Index: 21
Marc Bocquet
H-Index: 30
Supermodeling: improving predictions with an ensemble of interacting models
Bulletin of the American Meteorological Society
2023/9
Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology
The Cryosphere
2023/7/21
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
2023/5/31
Tailoring data assimilation to discontinuous Galerkin models
arXiv preprint arXiv:2305.02950
2023/5/4
Alberto Carrassi
H-Index: 21
Arctic sea ice data assimilation combining an ensemble Kalman filter with a novel Lagrangian sea ice model for the winter 2019–2020
The Cryosphere
2023/4/25
Alberto Carrassi
H-Index: 21
Ecosystem connections in the shelf sea environment using complex networks
EGUsphere
2023/4/17
Alberto Carrassi
H-Index: 21
Supervised machine learning to estimate instabilities in chaotic systems: estimation of local Lyapunov exponents
Quarterly Journal of the Royal Meteorological Society
2023/4
Javier Amezcua
H-Index: 8
Alberto Carrassi
H-Index: 21
Improving streamflow simulation by assimilating Sentinel-1 backscatter into a land surface model with river routing
2022/12/2
Hans Lievens
H-Index: 21
Alberto Carrassi
H-Index: 21
Alexander Gruber
H-Index: 1
Gabrielle De Lannoy
H-Index: 41
Sensitivity Analysis and Machine Learning of a Sea Ice Melt Pond Parametrisation
AGU Fall Meeting Abstracts
2022/12
Alberto Carrassi
H-Index: 21
Marc Bocquet
H-Index: 30
Assimilation of backscatter observations into a hydrological model: a case study in Belgium using ASCAT data
Remote Sensing
2022/11/13
Perspective on satellite-based land data assimilation to estimate water cycle components in an era of advanced data availability and model sophistication
2022/9/16
Alberto Carrassi
H-Index: 21
Manuela Girotto
H-Index: 15
Hans Lievens
H-Index: 21
Yang Lu
H-Index: 13
Susan Steele-Dunne
H-Index: 21
Co-Authors
