Computational Engineering, Finance, and Science · Computer Science
Domain Decomposition in space-time of 4D-VAR Data Assimilation problem: a case study on the ROMS software
L. D'Amore, R. Cacciapuoti, A. Moore
2022-02-04
Numerical Analysis · Mathematics
DD-DA PinT-based model: A Domain Decomposition approach in space and time, based on Parareal, for solving the 4D-Var Data Assimilation model
Luisa D'Amore, Rosalba Cacciapuoti
2018-07-20
Machine Learning · Computer Science
Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng +4
2025-06-16
Data Analysis, Statistics and Probability · Physics
A framework for interpreting regularized state estimation
Nozomi Sugiura, Shuhei Masuda, Yosuke Fujii, Masafumi Kamachi +2
2015-11-17
Computational Engineering, Finance, and Science · Computer Science
An Optimization Framework to Improve 4D-Var Data Assimilation System Performance
Alexandru Cioaca, Adrian Sandu
2015-06-16
Machine Learning · Computer Science
Learning 4DVAR inversion directly from observations
Arthur Filoche, Julien Brajard, Anastase Charantonis, Dominique Béréziat
2022-11-18
Data Analysis, Statistics and Probability · Physics
Variational Data Assimilation via Sparse Regularization
A. M. Ebtehaj, M. Zupanski, G. Lerman, E. Foufoula-Georgiou
2014-06-25
Data Analysis, Statistics and Probability · Physics
A New Approach for 4DVar Data Assimilation
Xiangjun Tian, Aiguo Dai, Xiaobing Feng, Hongqin Zhang +2
2018-05-28
Optimization and Control · Mathematics
Convergent least-squares optimisation methods for variational data assimilation
Coralia Cartis, Maha H. Kaouri, Amos S. Lawless, Nancy K. Nichols
2021-07-27
Data Analysis, Statistics and Probability · Physics
Variational Assimilation for Xenon Dynamical Forecasts in Neutronic using Advanced Background Error Covariance Matrix
Angélique Ponçot, Jean-Philippe Argaud, Bertrand Bouriquet, Patrick Erhard +2
2014-04-30
Numerical Analysis · Mathematics
On the use of the saddle formulation in weakly-constrained 4D-VAR data assimilation
S. Gratton, S. Gürol, E. Simon, Ph. L. Toint
2021-05-31
Machine Learning · Computer Science
Efficient deep data assimilation with sparse observations and time-varying sensors
Sibo Cheng, Che Liu, Yike Guo, Rossella Arcucci
2023-10-26