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A 4D-Var data assimilation technique is applied to a ORCA-2 configuration of the NEMO in order to identify the optimal parametrization of the boundary conditions on the lateral boundaries as well as on the bottom and on the surface of the…

大气与海洋物理 · 物理学 2015-06-12 Eugene Kazantsev

The 4D-Var method for filtering partially observed nonlinear chaotic dynamical systems consists of finding the maximum a-posteriori (MAP) estimator of the initial condition of the system given observations over a time window, and…

统计方法学 · 统计学 2021-01-19 Daniel Paulin , Ajay Jasra , Alexandros Beskos , Dan Crisan

A variational data assimilation technique was used to estimate optimal discretization of interpolation operators and derivatives in the nodes adjacent to the rigid boundary. Assimilation of artificially generated observational data in the…

大气与海洋物理 · 物理学 2012-12-17 Eugene Kazantsev

Variational data assimilation technique applied to the identification of the optimal discretization of interpolation operators and derivatives in the nodes adjacent to the boundary of the domain is discussed in frames of the linear shallow…

大气与海洋物理 · 物理学 2009-05-29 Eugene Kazantsev

Variational data assimilation technique applied to identification of optimal approximations of derivatives near boundary is discussed in frames of one-dimensional wave equation. Simplicity of the equation and of its numerical scheme allows…

数学物理 · 物理学 2015-05-13 Eugene Kazantsev

The review describes the development of ideas Gury Ivanovich Marchuk in the field of variational data assimilation for ocean models applied in particular in coupled models for long-range weather forecasts. Particular attention is paid to…

大气与海洋物理 · 物理学 2016-01-07 Christine Kazantsev , Eugene Kazantsev , Mikhail Tolstykh

We carry out a rigorous analysis of four-dimensional variational data assimilation ($4D$-VAR) problems for linear and semilinear parabolic partial differential equations. Continuity of the state with respect to the spatial variable is…

最优化与控制 · 数学 2025-05-30 Paula Castro , Juan Carlos De los Reyes , Ira Neitzel

We discuss first order optimality conditions for geometric optimization problems with Neumann boundary conditions and boundary observation. The methods we develop here are applicable to large classes of state systems or cost functionals.…

最优化与控制 · 数学 2022-10-07 Dan Tiba

The use of data assimilation technique to identify optimal topography is discussed in frames of time-dependent motion governed by non-linear barotropic ocean model. Assimilation of artificially generated data allows to measure the influence…

大气与海洋物理 · 物理学 2009-12-08 Eugene Kazantsev

Data assimilation combines prior (or background) information with observations to estimate the initial state of a dynamical system over a given time-window. A common application is in numerical weather prediction where a previous forecast…

最优化与控制 · 数学 2021-07-27 Coralia Cartis , Maha H. Kaouri , Amos S. Lawless , Nancy K. Nichols

Four-dimensional variational data assimilation (4D-Var) on a seasonal-to-interdecadal time scale under the existence of unstable modes can be viewed as an optimization problem of synchronized, coupled chaotic systems. The problem is tackled…

数据分析、统计与概率 · 物理学 2015-11-17 Nozomi Sugiura , Shuhei Masuda , Yosuke Fujii , Masafumi Kamachi , Yoichi Ishikawa , Toshiyuki Awaji

This paper examines the Laplace equation with mixed boundary conditions, the Neumann and Steklov boundary conditions. This models a container with holes in it, like a pond filled with water but partly covered by immovable pieces on the…

数学物理 · 物理学 2020-02-19 Habib Ammari , Kthim Imeri , Nilima Nigam

This paper presents a reduced-order approach for four-dimensional variational data assimilation, based on a prior EO F analysis of a model trajectory. This method implies two main advantages: a natural model-based definition of a mul…

We construct unitary, stable, and interacting conformal boundary conditions for a free massless scalar in four dimensions by coupling it to edge modes living on a boundary. The boundary theories we consider are bosonic and fermionic QED$_3$…

高能物理 - 理论 · 物理学 2024-04-03 Lorenzo Di Pietro , Edoardo Lauria , Pierluigi Niro

Variational data assimilation in continuous time is revisited. The central techniques applied in this paper are in part adopted from the theory of optimal nonlinear control. Alternatively, the investigated approach can be considered as a…

大气与海洋物理 · 物理学 2015-05-18 Jochen Bröcker

A compact and efficient numerical method is described for studying plane flows of an ideal fluid with a smooth free boundary over a curved and nonuniformly moving bottom. Exact equations of motion in terms of the so-called conformal…

流体动力学 · 物理学 2020-07-01 Victor P. Ruban

The Stokes problem with non-homogeneous Dirichlet boundary condition is solved numerically using conforming discretizations and an approximation of the boundary datum in the corresponding trace space. Optimal discretization error estimates…

数值分析 · 数学 2026-04-14 Thomas Apel , Katharina Lorenz , Johannes Pfefferer

Coastal erosion describes the displacement of sand caused by the movement induced by tides, waves or currents. Some of its wave phenomena are modeled by Helmholtz-type equations. Our purposes, in this paper are, first, to study optimal…

数值分析 · 数学 2022-07-05 Mame Gor Ngom , Ibrahima Faye , Diaraf Seck

We interpret the 4D-var data assimilation problem for a parabolic partial differential equation (PDE) in the context of optimal control and revisit the process of deriving optimality conditions for an initial control problem. This is…

最优化与控制 · 数学 2025-07-29 Carmen Gräßle , Jannis Marquardt

We are interested in numerical algorithms for computing the electrical field generated by a charge distribution localized on scale $\ell$ in an infinite heterogeneous medium, in a situation where the medium is only known in a box of…

偏微分方程分析 · 数学 2024-07-24 Jianfeng Lu , Felix Otto , Lihan Wang
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