On the variational data assimilation problem solving and sensitivity analysis

R Arcucci, L D'Amore, J Pistoia, R Toumi… - Journal of Computational …, 2017 - Elsevier
Abstract We consider the Variational Data Assimilation (VarDA) problem in an operational
framework, namely, as it results when it is employed for the analysis of temperature and …

A decomposition of the tikhonov regularization functional oriented to exploit hybrid multilevel parallelism

R Arcucci, L D'Amore, L Carracciuolo, G Scotti… - International Journal of …, 2017 - Springer
We introduce a decomposition of the Tikhonov Regularization (TR) functional which split this
operator into several TR functionals, suitably modified in order to enforce the matching of …

A scalable numerical algorithm for solving Tikhonov regularization problems

R Arcucci, L D'Amore, S Celestino, G Laccetti… - Parallel Processing and …, 2016 - Springer
We present a numerical algorithm for solving large scale Tikhonov Regularization problems.
The approach we consider introduces a splitting of the regularization functional which uses …

On the problem-decomposition of scalable 4D-Var Data Assimilation models

R Arcucci, L D'Amore… - … Conference on High …, 2015 - ieeexplore.ieee.org
We present an innovative approach for solving Four Dimensional Variational Data
Assimilation (4D-VAR DA) problems. The approach we consider starts from a decomposition …

Mathematical approach to the performance evaluation of matrix multiply algorithm

L D'Amore, V Mele, G Laccetti, A Murli - Parallel Processing and Applied …, 2016 - Springer
Matrix multiplication (MM) is a computationally-intensive operation in many algorithms used
in scientific computations. Not only one of the kernels in numerical linear algebra, the …

Model reduction in space and time for ab initio decomposition of 4D variational data assimilation problems

L D'Amore, R Cacciapuoti - Applied Numerical Mathematics, 2021 - Elsevier
We present an innovative approach for solving time dependent Four Dimensional
Variational Data Assimilation (4D VAR DA) problems. The proposed approach performs a …

Domain decomposition method for the variational assimilation of the sea level in a model of open water areas hydrodynamics

V Agoshkov, N Lezina, T Sheloput - Journal of Marine Science and …, 2019 - mdpi.com
One of the modern fields in mathematical modelling of water areas is developing hybrid
coastal ocean models based on domain decomposition. In coastal ocean modelling a …

Восстановление граничных функций на внешних и внутренних жидких границах в задаче гидродинамики открытой акватории

ВИ Агошков, НР Лёзина, ТО Шелопут - … вычислительной математики и …, 2020 - elibrary.ru
Рассматривается обратная задача о восстановлении граничных функций на внешних
и внутренних жидких границах для модели гидродинамики открытой акватории …

[HTML][HTML] Implementing a parallel version of a variational scheme in a global assimilation system at eddy-resolving resolution

A Cipollone, A Storto, S Masina - Journal of Atmospheric and …, 2020 - journals.ametsoc.org
Implementing a Parallel Version of a Variational Scheme in a Global Assimilation System at
Eddy-Resolving Resolution in: Journal of Atmospheric and Oceanic Technology Volume 37 …

Toward a multilevel scalable parallel Zielonka's algorithm for solving parity games

L D'Amore, A Murano, L Sorrentino… - Concurrency and …, 2021 - Wiley Online Library
In this work, we perform the feasibility analysis of a multi‐grained parallel version of the
Zielonka Recursive (ZR) algorithm exploiting the coarse‐and fine‐grained concurrency …