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A general regularization strategy is considered for the efficient iterative solution of the lowest-order weak Galerkin approximation of singular Stokes problems. The strategy adds a rank-one regularization term to the zero (2,2) block of…

数值分析 · 数学 2025-05-16 Weizhang Huang , Zhuoran Wang

This work presents a non-linear extension of the high-order discretisation framework based on the Variational Multiscale (VMS) method previously introduced for steady linear problems. We build on the concept of an optimal projector defined…

数值分析 · 数学 2025-12-22 Suyash Shrestha , Marc Gerritsma , Gonzalo Rubio , Steven Hulshoff , Esteban Ferrer

Of all the possible projection methods for solving large-scale Lyapunov matrix equations, Galerkin approaches remain much more popular than minimal-residual ones. This is mainly due to the different nature of the projected problems stemming…

数值分析 · 数学 2024-03-06 Kathryn Lund , Davide Palitta

In this contribution we propose reduced order methods to fast and reliably solve parametrized optimal control problems governed by time dependent nonlinear partial differential equations. Our goal is to provide a tool to deal with the time…

数值分析 · 数学 2023-08-08 Francesco Ballarin , Gianluigi Rozza , Maria Strazzullo

In this work we consider (hierarchical, Lagrange) reduced basis approximation and a posteriori error estimation for elasticity problems in affinley parametrized geometries. The essential ingredients of the methodology are: a Galerkin…

数值分析 · 数学 2018-01-23 Dinh Bao Phuong Huynh , Federico Pichi , Gianluigi Rozza

We introduce a new stabilization for discontinuous Galerkin methods for the Poisson problem on polygonal meshes, which induces optimal convergence rates in the polynomial approximation degree $p$. In the setting of [S. Bertoluzza and D.…

数值分析 · 数学 2020-12-22 Silvia Bertoluzza , Ilaria Perugia , Daniele Prada

We present a static-condensation method for time-implicit discretizations of the Discontinuous Galerkin Spectral Element Method on Gauss-Lobatto points (GL-DGSEM). We show that, when solving the compressible Navier-Stokes equations, it is…

We present a stabilized POD-Galerkin reduced order method (ROM) for a Leray model. For the implementation of the model, we combine a two-step algorithm called Evolve-Filter (EF) with a computationally efficient finite volume method. In both…

数值分析 · 数学 2021-07-01 Michele Girfoglio , Annalisa Quaini , Gianluigi Rozza

Discontinuous Galerkin (DG) methods for hyperbolic partial differential equations (PDEs) with explicit time-stepping schemes, such as strong stability-preserving Runge-Kutta (SSP-RK), suffer from time-step restrictions that are…

数值分析 · 数学 2019-03-11 Pierson T. Guthrey , James A. Rossmanith

We introduce and analyze a space-time hybridized discontinuous Galerkin method for the evolutionary Navier--Stokes equations. Key features of the numerical scheme include point-wise mass conservation, energy stability, and pressure…

数值分析 · 数学 2023-07-07 Keegan L. A. Kirk , Tamás L. Horváth , Sander Rhebergen

Stochastic Galerkin methods offer unexplored potential for the numerical simulation of parabolic problems with random variables, in particular if they are combined with variational discretizations of the space and time variables. Due to the…

数值分析 · 数学 2026-05-21 Moataz Dawor , Nils Margenberg , Markus Bause

The development of surrogate models to study uncertainties in hydrologic systems requires significant effort in the development of sampling strategies and forward model simulations. Furthermore, in applications where prediction time is…

计算物理 · 物理学 2023-01-19 Chen Chen , Clint Dawson , Eirik Valseth

A new discontinuous Galerkin finite element method for the Stokes equations is developed in the primary velocity-pressure formulation. This method employs discontinuous polynomials for both velocity and pressure on general…

数值分析 · 数学 2021-05-05 Xiu Ye , Shangyou Zhang

This work considers a weighted POD-greedy method to estimate statistical outputs parabolic PDE problems with parametrized random data. The key idea of weighted reduced basis methods is to weight the parameter-dependent error estimate…

数值分析 · 数学 2017-12-21 Christopher Spannring , Sebastian Ullmann , Jens Lang

For the simulation of rectilinearly moving conductors across a magnetic field, the Galer-kin finite element method (GFEM) is generally employed. The inherent instability of GFEM is very often addressed by employing Streamline…

数值分析 · 数学 2016-08-22 Sethupathy Subramanian , Udaya Kumar

We introduce a very weak space-time variational formulation for the wave equation, prove its well-posedness (even in the case of minimal regularity) and optimal inf-sup stability. Then, we introduce a tensor product-style space-time…

数值分析 · 数学 2021-07-27 Julian Henning , Davide Palitta , Valeria Simoncini , Karsten Urban

The need for accelerating the repeated solving of certain parametrized systems motivates the development of more efficient reduced order methods. The classical reduced basis method is popular due to an offline-online decomposition and a…

数值分析 · 数学 2022-07-20 Yanlai Chen , Lijie Ji , Zhu Wang

Projection-based Reduced Order Models minimize the discrete residual of a "full order model" (FOM) while constraining the unknowns to a reduced dimension space. For problems with symmetric positive definite (SPD) Jacobians, this is…

计算工程、金融与科学 · 计算机科学 2023-09-29 S. Ares de Parga , J. R. Bravo , J. A. Hernandez , R. Zorrilla , R. Rossi

Recently, two independent research efforts have been made to study the stochastic Galerkin formulation of the shallow water equations. %In particular, Bender and \"Offner developed entropy-conservative discontinuous Galerkin (DG) methods to…

数值分析 · 数学 2026-04-02 Philipp Öffner , Per Pettersson , Andrew R. Winters

A stabilized finite element method is introduced for the simulation of time-periodic creeping flows, such as those found in the cardiorespiratory systems. The new technique, which is formulated in the frequency rather than time domain,…

数值分析 · 数学 2022-11-30 Mahdi Esmaily
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