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This article revolves around shape and topology optimization, in the applicative context where the objective and constraint functionals depend on the solution to a physical boundary value problem posed on the optimized domain. We introduce…

最优化与控制 · 数学 2024-09-13 Charles Dapogny , Bruno Levy , Edouard Oudet

We collect some examples of optimal transports in order to explore the (in)stability of the identity map as an optimal transport. First, we consider density and domain perturbations near regular portions of domains. Second, we investigate…

偏微分方程分析 · 数学 2017-10-11 Yash Jhaveri

The optimal transport problem is studied in the context of Lorentz-Finsler geometry. For globally hyperbolic Lorentz-Finsler spacetimes the first Kantorovich problem and the Monge problem are solved. Further the intermediate regularity of…

微分几何 · 数学 2018-04-20 Stefan Suhr

We propose an alternative interpretation of Markovian transport models based on the well-mixedness condition, in terms of the properties of a random velocity field with second order structure functions scaling linearly in the space time…

混沌动力学 · 物理学 2009-11-10 Piero Olla , Paolo Paradisi

Optimal transport induces the Earth Mover's (Wasserstein) distance between probability distributions, a geometric divergence that is relevant to a wide range of problems. Over the last decade, two relaxations of optimal transport have been…

最优化与控制 · 数学 2023-01-18 Thibault Séjourné , Jean Feydy , François-Xavier Vialard , Alain Trouvé , Gabriel Peyré

Optimal transport from the volume measure to a convex combination of Dirac measures yields a tessellation of a Riemannian manifold into pieces of arbitrary relative size. This tessellation is studied for the cost functions…

概率论 · 数学 2012-10-08 Martin Huesmann

We consider the spatially inhomogeneous Landau equation with soft potentials, including the case of Coulomb interactions. First, we establish the existence of solutions for a short time, assuming the initial data is in a fourth-order…

偏微分方程分析 · 数学 2018-05-30 Christopher Henderson , Stanley Snelson , Andrei Tarfulea

We provide a new proof of the known partial regularity result for the optimal transportation map (Brenier map) between two sets. Contrary to the existing regularity theory for the Monge-Amp{\`e}re equation, which is based on the maximum…

偏微分方程分析 · 数学 2017-10-25 Michael Goldman , F Otto

We propose two models for the interpolation between RGB images based on the dynamic optimal transport model of Benamou and Brenier [8]. While the application of dynamic optimal transport and its extensions to unbalanced transform were…

数值分析 · 数学 2016-04-07 Jan Henrik Fitschen , Friederike Laus , Gabriele Steidl

Two-scale models pose a promising approach in simulating reactive flow and transport in evolving porous media. Classically, homogenized flow and transport equations are solved on the macroscopic scale, while effective parameters are…

偏微分方程分析 · 数学 2022-02-01 Stephan Gärttner , Peter Knabner , Nadja Ray

In the context of optimal transport methods, the subspace detour approach was recently presented by Muzellec and Cuturi (2019). It consists in building a nearly optimal transport plan in the measures space from an optimal transport plan in…

机器学习 · 计算机科学 2021-10-22 Clément Bonet , Nicolas Courty , François Septier , Lucas Drumetz

In this paper we consider the Muskat problem describing the motion of two unbounded immiscible fluid layers with equal viscosities in vertical or horizontal two-dimensional geometries. We first prove that the mathematical model can be…

偏微分方程分析 · 数学 2018-10-10 Bogdan-Vasile Matioc

Different observations of a relation between inputs ("sources") and outputs ("targets") are often reported in terms of histograms (discretizations of the source and the target densities). Transporting these densities to each other provides…

数据分析、统计与概率 · 物理学 2019-07-25 Caroline Moosmüller , Felix Dietrich , Ioannis G. Kevrekidis

An equation of Monge-Amp\`ere type has, for the first time, been solved numerically on the surface of the sphere in order to generate optimally transported (OT) meshes, equidistributed with respect to a monitor function. Optimal transport…

数值分析 · 数学 2016-02-17 Hilary Weller , Philip Browne , Chris Budd , Mike Cullen

Numerous problems in development, regeneration, and disease involve simultaneous evolution of both spatial organization and the internal state of the constituents in addition to local interactions and crowding. This motivates us to study a…

软凝聚态物质 · 物理学 2026-04-09 Yagyik Goswami

We study Benamou's domain decomposition algorithm for optimal transport in the entropy regularized setting. The key observation is that the regularized variant converges to the globally optimal solution under very mild assumptions. We prove…

最优化与控制 · 数学 2021-11-23 Mauro Bonafini , Bernhard Schmitzer

We establish a connection between Optimal Transport Theory and classical Convection Theory for geophysical flows. Our starting point is the model designed few years ago by Angenent, Haker and Tannenbaum to solve some Optimal Transport…

偏微分方程分析 · 数学 2015-05-13 Yann Brenier

We consider the transfer operators of non-uniformly expanding maps for potentials of various regularity, and show that a specific property of potentials ("flatness") implies a Ruelle-Perron-Frobenius Theorem and a decay of the transfer…

经典分析与常微分方程 · 数学 2022-07-14 Benoît Kloeckner

This paper presents a variational representation of the Bayes' law using optimal transportation theory. The variational representation is in terms of the optimal transportation between the joint distribution of the (state, observation) and…

最优化与控制 · 数学 2022-09-14 Amirhossein Taghvaei , Bamdad Hosseini

We consider the optimal transport problem between zero mean Gaussian stationary random fields both in the aperiodic and periodic case. We show that the solution corresponds to a weighted Hellinger distance between the multivariate and…

最优化与控制 · 数学 2021-04-29 Mattia Zorzi