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Variational autoencoders (VAEs) are a standard framework for inducing latent variable models that have been shown effective in learning text representations as well as in text generation. The key challenge with using VAEs is the {\it…

机器学习 · 计算机科学 2020-05-01 Serhii Havrylov , Ivan Titov

The Eulerian perfect-fluid theory is reformulated from its action principle in a pure field-theoretic manner. Conservation of the convective current is no longer imposed by Lin's constraints, but rather adopted as the central idea of the…

高能物理 - 理论 · 物理学 2017-12-07 Taketo Ariki , Pablo A. Morales

We propose a new class of finite element approximations to ideal compressible magnetohydrodynamic equations in smooth regime. Following variational approximations developed for fluid models in the last decade, our discretizations are built…

数值分析 · 数学 2024-02-29 Valentin Carlier , Martin Campos-Pinto

In this paper we develop two types of tools to deal with differentiability properties of vectors in continuous representations $\pi \: G \to \GL(V)$ of an infinite dimensional Lie group $G$ on a locally convex space $V$. The first class of…

表示论 · 数学 2010-12-02 Karl-Hermann Neeb

In this paper, we derive first-order Euler finite element discretization schemes for a time-dependent natural convection model with variable density (NCVD). The model is governed by the variable density Navier-Stokes equations coupled with…

数值分析 · 数学 2025-05-20 Li Hang , Chenyang Li

We revisit the problem of stationary distribution of vorticity in three-dimensional turbulence. Using Clebsch variables we construct an explicit invariant measure on stationary solutions of Euler equations with the extra condition of fixed…

高能物理 - 理论 · 物理学 2020-10-13 Alexander Migdal

Homogenisation theory has seen recent applications in deriving stochastic transport models for fluid dynamics. In this work, we first derive the stochastic Lagrange-to-Euler map that underpins stochastic transport noise in fluid dynamics as…

数学物理 · 物理学 2025-11-06 Theo Diamantakis , Ruiao Hu , James-Michael Leahy

Numerical schemes for the solution of the Euler equations have recently been developed, which involve the discretisation of the internal energy equation, with corrective terms to ensure the correct capture of shocks, and, more generally,…

数值分析 · 数学 2019-06-28 R. Herbin , T. Gallouët , J. -C Latché , N Therme

A high fidelity model is developed for an elastic string pendulum, one end of which is attached to a rigid body while the other end is attached to an inertially fixed reel mechanism which allows the unstretched length of the string to be…

动力系统 · 数学 2009-09-14 Taeyoung Lee , Melvin Leok , N. Harris McClamroch

In this paper we investigate a variational discretization for the class of mechanical systems in presence of symmetries described by the action of a Lie group which reduces the phase space to a (non-trivial) principal bundle. By introducing…

动力系统 · 数学 2018-07-17 Anthony Bloch , Leonardo Colombo , Fernando Jiménez

This work investigates variational frameworks for modeling stochastic dynamics in incompressible fluids, focusing on large-scale fluid behavior alongside small-scale stochastic processes. The authors aim to develop a coupled system of…

流体动力学 · 物理学 2025-03-21 Arnaud Debussche , Etienne Mémin

We propose an efficient semi-Lagrangian Characteristic Mapping (CM) method for solving the three-dimensional (3D) incompressible Euler equations. This method evolves advected quantities by discretizing the flow map associated with the…

数值分析 · 数学 2023-02-21 Xi-Yuan Yin , Kai Schneider , Jean-Christophe Nave

Lagrangian reduction by stages is used to derive the Euler-Poincar\'e equations for the nondissipative coupled motion and micromotion of complex fluids. We mainly treat perfect complex fluids (PCFs) whose order parameters are continuous…

混沌动力学 · 物理学 2007-05-23 Darryl D. Holm

The principle of least action is one of the most fundamental physical principle. It says that among all possible motions connecting two points in a phase space, the system will exhibit those motions which extremise an action functional.…

数值分析 · 数学 2022-10-17 Sina Ober-Blöbaum , Christian Offen

Starting from the classic contraction mapping principle, we establish a general, flexible, variational setting that turns out to be applicable to many situations of existence in Differential Equations. We show its potentiality with some…

偏微分方程分析 · 数学 2021-09-15 Pablo Pedregal

To compute the unique formal normal form of families of vector fields with nilpotent linear part, we choose a basis of the Lie algebra consisting of orbits under the linear nilpotent. This creates a new problem: to find explicit formulas…

表示论 · 数学 2019-09-30 Fahimeh Mokhtari , Jan A. Sanders

A recent paper arXiv:1312.4890 on multi-symplectic magnetohydrodynamics (MHD) using Clebsch variables in an Eulerian action principle with constraints is further extended. We relate a class of symplecticity conservation laws to a vorticity…

等离子体物理 · 物理学 2015-12-16 G. M. Webb , J. F. McKenzie , G. P. Zank

We discuss global tensor invariants of a rigid body motion in the cases of Euler, Lagrange and Kovalevskaya. These invariants are obtained by substituting tensor fields with cubic on variable components into the invariance equation and…

可精确求解与可积系统 · 物理学 2024-10-15 A. V. Tsiganov

We derive the spin Euler equation for ideal flows by applying the spherical Clebsch mapping. This equation is based on the spin vector rather than the velocity. It enables a feasible Lagrangian study of fluid dynamics, as the isosurface of…

流体动力学 · 物理学 2024-04-25 Zhaoyuan Meng , Yue Yang

Invariant discretization schemes are derived for the one- and two-dimensional shallow-water equations with periodic boundary conditions. While originally designed for constructing invariant finite difference schemes, we extend the usage of…

数学物理 · 物理学 2013-01-04 Alexander Bihlo , Roman O. Popovych