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Accurately solving PDEs with localised features requires refined meshes that adapt to the solution. Traditional numerical methods, such as finite elements, are linear in nature and often ineffective for such problems, as the mesh is not…

数值分析 · 数学 2025-08-27 Alexandre Magueresse , Santiago Badia

Estimation in generalized linear models (GLM) is complicated by the presence of constraints. One can handle constraints by maximizing a penalized log-likelihood. Penalties such as the lasso are effective in high dimensions, but often lead…

机器学习 · 统计学 2017-11-07 Jason Xu , Eric C. Chi , Kenneth Lange

We present useful connections between the finite difference and the finite element methods for a model boundary value problem. We start from the observation that, in the finite element context, the interpolant of the solution in one…

数值分析 · 数学 2021-07-16 Cristina Bacuta , Constantin Bacuta

We present a unified framework for estimation and analysis of generalized additive models in high dimensions. The framework defines a large class of penalized regression estimators, encompassing many existing methods. An efficient…

统计方法学 · 统计学 2019-03-13 Asad Haris , Noah Simon , Ali Shojaie

This paper presents a space-time finite element method (FEM) based on an unfitted mesh for solving parabolic problems on moving domains. Unlike other unfitted space-time finite element approaches that commonly employ the discontinuous…

数值分析 · 数学 2026-04-03 Ruizhi Wang , Weibing Deng

We analyze the application to elastodynamic problems of mixed finite element methods for elasticity with weak symmetry. Our approach leads to a semidiscrete method which consists of a system of ordinary differential equations without…

数值分析 · 数学 2018-11-13 Douglas N. Arnold , Jeonghun J. Lee

We consider the P1/P1 or P1b/P1 finite element approximations to the Stokes equations in a bounded smooth domain subject to the slip boundary condition. A penalty method is applied to address the essential boundary condition $u\cdot n = g$…

数值分析 · 数学 2015-05-26 Takahito Kashiwabara , Issei Oikawa , Guanyu Zhou

Fitted finite element methods are constructed for a singularly perturbed convection-diffusion problem in two space dimensions. Exponential splines as basis functions are combined with Shishkin meshes to obtain a stable parameter-uniform…

数值分析 · 数学 2023-10-03 Alan F. Hegarty , Eugene O'Riordan

The convergence and optimality of adaptive mixed finite element methods for the Poisson equation are established in this paper. The main difficulty for mixed finite element methods is the lack of minimization principle and thus the failure…

数值分析 · 数学 2010-01-12 Long Chen , Michael Holst , Jinchao Xu

This work develops and analyzes a variational-monolithic unfitted finite element formulation of a linear fluid-structure interaction problem in Eulerian coordinates with a fixed interface. The overall discretization is based on a backward…

数值分析 · 数学 2026-03-27 Stefan Frei , Tobias Knoke , Marc C. Steinbach , Anne-Kathrin Wenske , Thomas Wick

We study the finite element approximation of the solid isotropic material with penalization method (SIMP) for the topology optimization problem of minimizing the compliance of a linearly elastic structure. To ensure the existence of a local…

数值分析 · 数学 2024-11-21 Ioannis P. A. Papadopoulos

In this paper, we present and analyze an interior penalty discontinuous Galerkin method for the distributed elliptic optimal control problems. It is based on a reconstructed discontinuous approximation which admits arbitrarily high-order…

数值分析 · 数学 2026-01-05 Ruo Li , Haoyang Liu , Jun Yin

In this paper we present a finite element method for the direct transcription of constrained non-linear optimal control problems. We prove that our method converges of high order under mild assumptions. Our analysis uses a regularized…

数值分析 · 数学 2017-12-22 Martin Peter Neuenhofen

In this paper, we propose an extended mixed finite element method for elliptic interface problems. By adding some stabilization terms, we present a mixed approximation form based on Brezzi-Douglas-Marini element space and the piecewise…

数值分析 · 数学 2022-03-14 Pei Cao , Jinru Chen , Feng Wang

We design an adaptive unfitted finite element method on the Cartesian mesh with hanging nodes. We derive an hp-reliable and efficient residual type a posteriori error estimate on K-meshes. A key ingredient is a novel hp-domain inverse…

数值分析 · 数学 2021-10-12 Zhiming Chen , Ke Li , Xueshuang Xiang

The state-of-the art proof of a global inf-sup condition on mixed finite element schemes does not allow for an analysis of truly indefinite, second-order linear elliptic PDEs. This paper, therefore, first analyses a nonconforming finite…

数值分析 · 数学 2014-01-21 Carsten Carstensen , Asha K. Dond , Neela Nataraj , Amiya K. Pani

In this paper, we derive improved a priori error estimates for families of hybridizable interior penalty discontinuous Galerkin (H-IP) methods using a variable penalty for second-order elliptic problems. The strategy is to use a…

数值分析 · 数学 2021-10-06 Gregory Etangsale , Marwan Fahs , Vincent Fontaine , Nalitiana Rajaonison

This paper addresses the properties of Continuous Interior Penalty (CIP) finite element solutions for the Helmholtz equation. The $h$-version of the CIP finite element method with piecewise linear approximation is applied to a…

数值分析 · 数学 2012-11-08 Lingxue Zhu , Erik Burman , Haijun Wu

In this paper we present a new H(div)-conforming unfitted finite element method for the mixed Poisson problem which is robust in the cut configuration and preserves conservation properties of body-fitted finite element methods. The key is…

数值分析 · 数学 2024-09-04 Christoph Lehrenfeld , Tim van Beeck , Igor Voulis

We consider a class of constrained optimization problems with a possibly nonconvex non-Lipschitz objective and a convex feasible set being the intersection of a polyhedron and a possibly degenerate ellipsoid. Such problems have a wide range…

最优化与控制 · 数学 2016-04-08 Xiaojun Chen , Zhaosong Lu , Ting Kei Pong