Super-Exponential Convergence Rate of a Nonlinear Continuous Data Assimilation Algorithm: The 2D Navier–Stokes Equation Paradigm
We study a nonlinear-nudging modification of the Azouani–Olson–Titi continuous data
assimilation (downscaling) algorithm for the 2D incompressible Navier–Stokes equations …
assimilation (downscaling) algorithm for the 2D incompressible Navier–Stokes equations …
Analysis of continuous data assimilation with large (or even infinite) nudging parameters
AE Diegel, X Li, LG Rebholz - Journal of Computational and Applied …, 2025 - Elsevier
This paper considers continuous data assimilation (CDA) in partial differential equation
(PDE) discretizations where nudging parameters can be taken arbitrarily large. We prove …
(PDE) discretizations where nudging parameters can be taken arbitrarily large. We prove …
Determining modes, synchronization, and intertwinement
This article studies the interrelation between the determining modes property in the two-
dimensional (2D) Navier-Stokes equations (NSE) of incompressible fluids and the …
dimensional (2D) Navier-Stokes equations (NSE) of incompressible fluids and the …
On the infinite-nudging limit of the nudging filter for continuous data assimilation
This article studies the intimate relationship between two filtering algorithms for continuous
data assimilation, the synchronization filter and the nudging filter, in the paradigmatic context …
data assimilation, the synchronization filter and the nudging filter, in the paradigmatic context …
Accelerating and enabling convergence of nonlinear solvers for Navier–Stokes equations by continuous data assimilation
This paper considers improving the Picard and Newton iterative solvers for the Navier–
Stokes equations in the setting where data measurements or solution observations are …
Stokes equations in the setting where data measurements or solution observations are …
[HTML][HTML] Adaptive parameter selection in nudging based data assimilation
Data assimilation combines (imperfect) knowledge of a flow's physical laws with (noisy, time-
lagged, and otherwise imperfect) observations to produce a more accurate prediction of flow …
lagged, and otherwise imperfect) observations to produce a more accurate prediction of flow …
Continuous data assimilation for the three-dimensional planetary geostrophic equations of large-scale ocean circulation
B You - Zeitschrift für angewandte Mathematik und Physik, 2024 - Springer
The main objective of this paper is to consider a continuous data assimilation algorithm for
the three-dimensional planetary geostrophic model in the case that the observable …
the three-dimensional planetary geostrophic model in the case that the observable …
Nonlinear continuous data assimilation
We introduce three new nonlinear continuous data assimilation algorithms. These models
are compared with the linear continuous data assimilation algorithm introduced by Azouani …
are compared with the linear continuous data assimilation algorithm introduced by Azouani …
Data assimilation with higher order finite element interpolants
MS Jolly, A Pakzad - … Journal for Numerical Methods in Fluids, 2023 - Wiley Online Library
The efficiency of a nudging data assimilation algorithm using higher order finite element
interpolating operators is studied. Numerical experiments are presented for the 2D Navier …
interpolating operators is studied. Numerical experiments are presented for the 2D Navier …
On the reconstruction of unknown driving forces from low-mode observations in the 2D Navier–Stokes equations
VR Martinez - Proceedings of the Royal Society of Edinburgh …, 2022 - cambridge.org
This article is concerned with the problem of determining an unknown source of non-
potential, external time-dependent perturbations of an incompressible fluid from large-scale …
potential, external time-dependent perturbations of an incompressible fluid from large-scale …