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In this paper, a new $C^1$-conforming Petrov-Galerkin method for convection-diffusion equations is designed and analyzed. The trail space of the proposed method is a $C^1$-conforming ${\mathbb Q}_k$ (i.e., tensor product of polynomials of…

数值分析 · 数学 2021-03-16 Waixiang Cao , Lueling Jia , Zhimin Zhang

This article advocates the use of conformal prediction (CP) methods for Gaussian process (GP) interpolation to enhance the calibration of prediction intervals. We begin by illustrating that using a GP model with parameters selected by…

机器学习 · 计算机科学 2024-07-12 Aurélien Pion , Emmanuel Vazquez

We propose a new method, the continuous Galerkin method with globally and locally supported basis functions (CG-GL), to address the parametric robustness issues of reduced-order models (ROMs) by incorporating solution-based adaptivity with…

数值分析 · 数学 2023-10-10 Han Gao , Matthew J. Zahr

This paper is devoted to the numerical analysis of a control constrained distributed optimal control problem subject to a time fractional diffusion equation with non-smooth initial data. The solutions of state and co-state are decomposed…

数值分析 · 数学 2020-10-06 Tao Wang , Binjie Li , Xiaoping Xie

We establish rigorous \emph{a posteriori} error bounds for a space-time finite element method of arbitrary order discretising linear wave problems in second order formulation. The method combines standard finite elements in space and…

数值分析 · 数学 2026-04-24 Zhaonan Dong , Emmanuil H. Georgoulis , Lorenzo Mascotto , Zuodong Wang

Combining the characteristic method and the local discontinuous Galerkin method with carefully constructing numerical fluxes, we design the variational formulations for the time-dependent convection-dominated Navier-Stokes equations in…

计算物理 · 物理学 2017-04-03 Shuqin Wang , Weihua Deng , Yujiang Wu , Jinyun Yuan

In this paper, we consider the integrating factor midpoint method for wave-type equations and derive optimal order a posteriori error estimates. We first introduce an integrating factor midpoint approximation defined by the piecewise linear…

数值分析 · 数学 2026-03-03 Xianfa Hu , Fazhan Geng , Wansheng Wang

The Discontinuous Galerkin time-domain method is well suited for adaptive algorithms to solve the time-domain Maxwell's equations and depends on robust and economically computable drivers. Adaptive algorithms utilize local indicators to…

计算物理 · 物理学 2025-05-02 Apurva Tiwari , Avijit Chatterjee

We consider continuous and discontinuous Galerkin time stepping methods of arbitrary order as applied to nonlinear initial value problems in real Hilbert spaces. Our only assumption is that the nonlinearities are continuous; in particular,…

数值分析 · 数学 2016-02-03 Bärbel Holm , Thomas P. Wihler

We present an anisotropic $hp-$mesh adaptation strategy using a continuous mesh model for discontinuous Petrov-Galerkin (DPG) finite element schemes with optimal test functions, extending our previous work on $h-$adaptation. The proposed…

计算工程、金融与科学 · 计算机科学 2022-11-22 Ankit Chakraborty , Georg May

Markov expanding maps, a class of simple chaotic systems, are commonly used as models for chaotic dynamics, but existing numerical methods to study long-time statistical properties such as invariant measures have a poor trade-off between…

动力系统 · 数学 2020-11-02 Caroline L. Wormell

We reconsider the variational derivation of symplectic partitioned Runge-Kutta schemes. Such type of variational integrators are of great importance since they integrate mechanical systems with high order accuracy while preserving the…

数值分析 · 数学 2015-05-08 Cédric M. Campos

The proximal Galerkin (PG) method is a finite element method for solving variational problems with inequality constraints. It has several advantages, including constraint-preserving approximations and mesh independence. This paper presents…

数值分析 · 数学 2026-02-09 Brendan Keith , Rami Masri , Marius Zeinhofer

The CHDG method is a hybridizable discontinuous Galerkin (HDG) finite element method suitable for the iterative solution of time-harmonic wave propagation problems. Hybrid unknowns corresponding to transmission variables are introduced at…

数值分析 · 数学 2025-05-08 Ari E. Rappaport , Théophile Chaumont-Frelet , Axel Modave

In this note we develop a numerical method for partial differential equations with changing type. Our method is based on a unified solution theory found by Rainer Picard for several linear equations from mathematical physics. Parallel to…

数值分析 · 数学 2021-01-06 Sebastian Franz , Sascha Trostorff , Marcus Waurick

We derive and analyze discontinuous Petrov-Galerkin methods with optimal test functions for Signorini-type problems as a prototype of a variational inequality of the first kind. We present different symmetric and non-symmetric formulations…

数值分析 · 数学 2016-09-06 Thomas Führer , Norbert Heuer , Ernst P. Stephan

We establish fully-discrete a priori and semi-discrete in time a posteriori error estimates for a discontinuous-continuous Galerkin discretization of the wave equation in second order formulation; the resulting method is a Petrov-Galerkin…

数值分析 · 数学 2026-05-05 Zhaonan Dong , Lorenzo Mascotto , Zuodong Wang

In this work we derive and analyze variational integrators of higher order for the structure-preserving simulation of mechanical systems. The construction is based on a space of polynomials together with Gauss and Lobatto quadrature rules…

数值分析 · 数学 2014-04-08 Sina Ober-Blöbaum , Nils Saake

A general framework for the numerical approximation of evolution problems is presented that allows to preserve exactly an underlying Hamiltonian- or gradient structure. The approach relies on rewriting the evolution problem in a particular…

数值分析 · 数学 2018-12-12 Herbert Egger

The convergence and optimality theory of adaptive Galerkin methods is almost exclusively based on the D\"orfler marking. This entails a fixed parameter and leads to a contraction constant bounded below away from zero. For spectral Galerkin…

数值分析 · 数学 2015-11-03 Claudio Canuto , Ricardo H. Nochetto , Rob Stevenson , Marco Verani