Alberto Carrassi

Orcid: 0000-0003-0722-5600

According to our database1, Alberto Carrassi authored at least 11 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks.
J. Comput. Sci., 2024

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
Editorial: Data Assimilation of Nonlocal Observations in Complex Systems.
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
Treatment of the Error due to Unresolved scales in Sequential Data Assimilation.
Int. J. Bifurc. Chaos, 2011


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