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The Merriman-Bence-Osher (MBO) scheme, also known as thresholding or diffusion generated motion, is an efficient numerical algorithm for computing mean curvature flow (MCF). It is fairly well understood in the case of hypersurfaces. This…

偏微分方程分析 · 数学 2018-04-04 Tim Laux , Aaron Yip

Bence-Merriman-Osher algorithm computes numerically mean curvature flow via solutions of heat equation iteratively initialized at the end of each short time interval. Inspired by the convergence proof of Evans of this algorithm where he…

偏微分方程分析 · 数学 2016-03-04 Emre Baspinar , Giovanna Citti

We introduce a simple and efficient numerical method to compute mean curvature flow with obstacles. The method augments the Merrimam-Bence-Osher scheme with a pointwise update that enforces the constraint and therefore retains the…

数值分析 · 数学 2025-12-19 Fabius Krämer , Tim Laux

In this paper we establish the convergence of three computational algorithms for interface motion in a multi-phase system, which incorporate bulk effects. The algorithms considered fall under the classification of thresholding schemes, in…

偏微分方程分析 · 数学 2016-12-02 Tim Laux , Drew Swartz

We develop a numerical method for realizing mean curvature motion of interfaces separating multiple phases, whose areas are preserved throughout time. The foundation of the method is a thresholding algorithm of the Bence-Merriman-Osher…

数值分析 · 数学 2012-04-30 Karel Svadlenka , Elliott Ginder , Seiro Omata

In the continuum, close connections exist between mean curvature flow, the Allen-Cahn (AC) partial differential equation, and the Merriman-Bence-Osher (MBO) threshold dynamics scheme. Graph analogues of these processes have recently seen a…

偏微分方程分析 · 数学 2019-07-11 Yves van Gennip , Nestor Guillen , Braxton Osting , Andrea L. Bertozzi

The hyperbolic MBO is a threshold dynamic algorithm which approximates interfacial motion by hyperbolic mean curvature flow. We introduce a generalization of this algorithm for imparting damping terms onto the equation of motion. We also…

数值分析 · 数学 2019-09-04 Elliott Ginder , Ayumu Katayama

Blurring mean shift (BMS) algorithm, a variant of the mean shift algorithm, is a kernel-based iterative method for data clustering, where data points are clustered according to their convergent points via iterative blurring. In this paper,…

机器学习 · 计算机科学 2024-02-26 Ryoya Yamasaki , Toshiyuki Tanaka

We establish convergence results for a spatial semidiscretization of Mean Curvature Flow (MCF) for surfaces with fixed boundaries. Our analysis is based on Huisken's evolution equations for the mean curvature and the normal vector, enabling…

数值分析 · 数学 2025-04-29 Bárbara Solange Ivaniszyn , Pedro Morin , M. Sebastián Pauletti

The evolution of a closed two-dimensional surface driven by both mean curvature flow and a reaction--diffusion process on the surface is formulated into a system, which couples the velocity law not only to the surface partial differential…

数值分析 · 数学 2020-08-18 Balázs Kovács , Buyang Li , Christian Lubich

We consider the thresholding scheme, a time discretization for mean curvature flow introduced by Merriman, Bence and Osher. We prove a convergence result in the multi-phase case. The result establishes convergence towards a weak formulation…

偏微分方程分析 · 数学 2016-08-22 Tim Laux , Felix Otto

The threshold dynamics method developed by Merriman, Bence and Osher (MBO) is an efficient method for simulating the motion by mean curvature flow when the interface is away from the solid boundary. Direct generalization of MBO-type methods…

数值分析 · 数学 2017-01-04 Xianmin Xu , Dong Wang , Xiaoping Wang

The famous thresholding scheme by Merriman, Bence, and Osher (Motion of multiple junctions: A level set approach. Journal of Computational Physics 112.2 (1994): 334-363.) proved itself as a very efficient time discretization of mean…

偏微分方程分析 · 数学 2025-08-13 Fabius Krämer

In this paper, we propose a new scheme for anisotropic motion by mean curvature in $\R^d$. The scheme consists of a phase-field approximation of the motion, where the nonlinear diffusive terms in the corresponding anisotropic Allen-Cahn…

数值分析 · 数学 2010-05-27 Eric Bonnetier , Elie Bretin , Antonin Chambolle

We introduce a method for computing interfacial motions governed by curvature dependent acceleration. Our method is a thresholding algorithm of the BMO-type which, instead of utilizing a diffusion process, thresholds evolution by the wave…

数值分析 · 数学 2015-05-11 Elliott Ginder , Karel Svadlenka

Simulations of motion by mean curvature in bounded domains, with applications to bubble motion and grain growth, rely upon boundary conditions that are only approximately compatible with the equation of motion. Three closed form solutions…

软凝聚态物质 · 物理学 2019-01-03 Simon Cox , Gennady Mishuris

Motion by weighted mean curvature is a geometric evolution law for surfaces and represents steepest descent with respect to anisotropic surface energy. It has been proposed that this motion could be computed numerically by using a…

数值分析 · 数学 2014-07-23 Pedro M. Girão

The mean shift algorithm is a popular way to find modes of some probability density functions taking a specific kernel-based shape, used for clustering or visual tracking. Since its introduction, it underwent several practical improvements…

机器学习 · 计算机科学 2020-01-08 Sébastien Razakarivony , Axel Barrau

The mean curvature flow describes the evolution of a surface (a curve) with normal velocity proportional to the local mean curvature. It has many applications in mathematics, science and engineering. In this paper, we develop a numerical…

数值分析 · 数学 2026-04-03 Yihe Liu , Xianmin Xu

A Lagrangian-type numerical scheme called the "comoving mesh method" or CMM is developed for numerically solving certain classes of moving boundary problems which include, for example, the classical Hele-Shaw flow problem and the well-known…

数值分析 · 数学 2021-06-02 Yosuke Sunayama , Masato Kimura , Julius Fergy Rabago
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