Super-Exponential Convergence Rate of a Nonlinear Continuous Data Assimilation Algorithm: The 2D Navier–Stokes Equation Paradigm

E Carlson, A Larios, ES Titi - Journal of Nonlinear Science, 2024 - Springer
We study a nonlinear-nudging modification of the Azouani–Olson–Titi continuous data
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 …

Determining modes, synchronization, and intertwinement

E Carlson, A Farhat, VR Martinez, C Victor - arXiv preprint arXiv …, 2024 - arxiv.org
This article studies the interrelation between the determining modes property in the two-
dimensional (2D) Navier-Stokes equations (NSE) of incompressible fluids and the …

On the infinite-nudging limit of the nudging filter for continuous data assimilation

E Carlson, A Farhat, VR Martinez, C Victor - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

Accelerating and enabling convergence of nonlinear solvers for Navier–Stokes equations by continuous data assimilation

X Li, EV Hawkins, LG Rebholz, D Vargun - Computer Methods in Applied …, 2023 - Elsevier
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 …

[HTML][HTML] Adaptive parameter selection in nudging based data assimilation

A Çıbık, R Fang, W Layton, F Siddiqua - Computer Methods in Applied …, 2025 - Elsevier
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 …

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 …

Nonlinear continuous data assimilation

A Larios, Y Pei - Available at SSRN 4283518, 2024 - papers.ssrn.com
We introduce three new nonlinear continuous data assimilation algorithms. These models
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 …

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 …