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Alberto Carrassi

university of bologna

27H-index
166Paper Count
3.3KCitation Count
Published Papers 32
Publication Date
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Bridging the weather and climate divide with artificial intelligence
errNature Communications
IF15.7
err2026-08-18
err0
errOAAI
errGustau Camps-Valls; Alberto Carrassi; Francisco de Melo Viríssimo; Kevin Debeire; Miguel-Ángel Fernández-Torres; Philipp Hess; Helge Heuer; Nathan Mankovich; David Montero; Esther Rodrigo-Bonet; Federico Serva; Vasileios Sitokonstantinou; Alistair White; Kai-Hendrik Cohrs; Jonathan Wider; Christian Reimers; Nikolaos Ioannis Bountos; Ioannis Papoutsis; Pierre Gentine; Veronika Eyring
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Hybrid physics–data-driven modeling for sea ice thermodynamics and transfer learning
errQuarterly Journal of the Royal Meteorological Society
IF2.9
err2026-04-28
err0
errOAAI
errG. De Cillis; A. Carrassi; J. Brajard; L. Bertino; M. Broccoli; D. Iovino; T.S. Finn; M. Bocquet
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errSave
Hybrid machine learning data assimilation for marine biogeochemistry
errBiogeosciences
IF3.9
err2026-01-31
err0
errOAAI
errIeuan Higgs; Ross Bannister; Jozef Skákala; Alberto Carrassi; Stefano Ciavatta
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errSave
Ensemble Kalman filter in latent space using a variational autoencoder pair
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2025-11-01
err0
errOAAI
errPasmans, Ivo; Chen, Yumeng; Sebastian Finn, Tobias; Bocquet, Marc; Carrassi, Alberto
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errSave
Exploring the influence of spatio-temporal scale differences in coupled data assimilation
errNonlinear Processes in Geophysics
IF2.4
err2025-10-24
err1
errOAAI
errGarcia-Oliva, Lilian; Carrassi, Alberto; Counillon, Francois
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errSave
Managing Small Airway Disease in patients with severe asthma: transitioning from the Silent Zone to achieving Quiet Asthma
errEUROPEAN RESPIRATORY JOURNAL
IF21
err2024-10-30
err0
PREAI
errMontagnolo, Francesca; Quaranta, Vitaliano Nicola; Dragonieri, Silvano; Portacci, Andrea; Buonamico, Enrico; Iorillo, Ilaria; Lulaj, Ernesto; Maselli, Leonardo; Marinelli, Alessio; Sana, Flogerta; Dalena, Giovanni; Carrassi, Alberto; Patruno, Marco Antonio; Carpagnano, Giovanna Elisiana
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Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks
errnature computational science
IF3.7
err2024-07-01
err1
errOAAI
errDriscoll, Simon; Carrassi, Alberto; Brajard, Julien; Bertino, Laurent; Bocquet, Marc; Olason, Einar Orn
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Tailoring data assimilation to discontinuous Galerkin models
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2024-05-17
err1
errOAAI
errPasmans, Ivo; Chen, Yumeng; Carrassi, Alberto; Jones, Chris K. R. T.
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errSave
Investigating ecosystem connections in the shelf sea environment using complex networks
errBIOGEOSCIENCES
IF3.9
err2024-02-08
err1
errOAAI
errHiggs, Ieuan; Skakala, Jozef; Bannister, Ross; Carrassi, Alberto; Ciavatta, Stefano
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Assimilation of Sentinel-1 Backscatter into a Land Surface Model with River Routing and Its Impact on Streamflow Simulations in Two Belgian Catchments
errJOURNAL OF HYDROMETEOROLOGY
IF2.9
err2023-12-01
err3
errOAAI
errBechtold, Michel; Modanesi, Sara; Lievens, Hans; Baguis, Pierre; Brangers, Isis; Carrassi, Alberto; Getirana, Augusto; Gruber, Alexander; Heyvaert, Zdenko; Massari, Christian; Scherrer, Samuel; Vannitsem, Stephane; De Lannoy, Gabrielle
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Successful ongoing experience of outpatient/telemedicine NIV initiation and follow-up in ALS patients during and after COVID pandemic
errEUROPEAN RESPIRATORY JOURNAL
IF21
err2023-10-27
err0
PREAI
errPierucci, Paola; Romano, Gualtiero Ermando; De Candia, Marialuisa; Intiglietta, Pierluigi; Rizzelli, Simone; Carrassi, Alberto; Pilon, Alessandro; Massaro, Chiara; Carpagnano, Giovanna Elisiana
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Supermodeling Improving Predictions with an Ensemble of Interacting Models
errBULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
IF5.9
err2023-09-01
err3
errOAAI
errSchevenhoven, Francine; Keenlyside, Noel; Counillon, Francois; Carrassi, Alberto; Chapman, William E.; Devilliers, Marion; Gupta, Alok; Koseki, Shunya; Selten, Frank; Shen, Mao-Lin; Wang, Shuo; Weiss, Jeffrey B.; Wiegerinck, Wim; Duane, Gregory S.
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Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2023-06-01
err66
errOAAI
errCheng, Sibo; Quilodran-Casas, Cesar; 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
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errSave
Supervised machine learning to estimate instabilities in chaotic systems: Estimation of local Lyapunov exponents
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2023-04-24
err3
errOAAI
errAyers, Daniel; Lau, Jack; Amezcua, Javier; Carrassi, Alberto; Ojha, Varun
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errSave
Dynamical effects of inflation in ensemble-based data assimilation under the presence of model error
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2022-06-28
err3
errOAAI
errScheffler, Guillermo; Carrassi, Alberto; Ruiz, Juan; Pulido, Manuel
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Training a supermodel with noisy and sparse observations: a case study with CPT and the synch rule on SPEEDO - v.1
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-05-12
err4
errOAAI
errSchevenhoven, Francine; Carrassi, Alberto
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errSave
Machine Learning for Earth System Observation and Prediction
errBULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
IF5.9
err2021-04-01
err26
errOAAI
errBonavita, Massimo; Arcucci, Rossella; Carrassi, Alberto; Dueben, Peter; Geer, Alan J.; Le Saux, Bertrand; Longepe, Nicolas; Mathieu, Pierre-Philippe; Raynaud, Laure
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Ensemble Kalman filter for nonconservative moving mesh solvers with a joint physics and mesh location update
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2021-02-23
err9
errOAAI
errSampson, Christian; Carrassi, Alberto; Aydogdu, Ali; Jones, Chris K. R. T.
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Combining data assimilation and machine learning to infer unresolved scale parametrization
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-02-15
err88
errOAAI
errBrajard, Julien; Carrassi, Alberto; Bocquet, Marc; Bertino, Laurent
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errSave
Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model
errnature computational science
IF3.7
err2020-07-01
err152
errOAAI
errBrajard, Julien; Carrassi, Alberto; Bocquet, Marc; Bertino, Laurent
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Gustau Camps‐Valls
H-index: 89 · Papers: 724
P
Pierre Gentine
H-index: 82 · Papers: 702
M
Michael Ghil
H-index: 80 · Papers: 725
F
Francisco J. Doblas‐Reyes
H-index: 74 · Papers: 474
V
Veronika Eyring
H-index: 71 · Papers: 454
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