Alberto Carrassi
Orcid: 0000-0003-0722-5600
According to our database1,
Alberto Carrassi
authored at least 10 papers
between 2011 and 2023.
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Bibliography
2023
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review.
IEEE CAA J. Autom. Sinica, June, 2023
2022
Assimilation of Backscatter Observations into a Hydrological Model: A Case Study in Belgium Using ASCAT Data.
Remote. Sens., 2022
2021
Frontiers Appl. Math. Stat., 2021
2020
Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model.
J. Comput. Sci., 2020
Ensemble Kalman Filter for non-conservative moving mesh solvers with a joint physics and mesh location update.
CoRR, 2020
Bayesian inference of dynamics from partial and noisy observations using data assimilation and machine learning.
CoRR, 2020
2018
Asymptotic Forecast Uncertainty and the Unstable Subspace in the Presence of Additive Model Error.
SIAM/ASA J. Uncertain. Quantification, 2018
2017
Rank Deficiency of Kalman Error Covariance Matrices in Linear Time-Varying System With Deterministic Evolution.
SIAM J. Control. Optim., 2017
Degenerate Kalman Filter Error Covariances and Their Convergence onto the Unstable Subspace.
SIAM/ASA J. Uncertain. Quantification, 2017
2011
Int. J. Bifurc. Chaos, 2011