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Machine learning methods for solving nonlinear partial differential equations (PDEs) are hot topical issues, and different algorithms proposed in the literature show efficient numerical approximation in high dimension. In this paper, we…

最优化与控制 · 数学 2022-01-05 Maximilien Germain , Mathieu Laurière , Huyên Pham , Xavier Warin

Group classification of a class of nonlinear fin equations is carried out exhaustively. Additional equivalence transformations and conditional equivalence groups are also found. They allow to simplify results of classification and further…

数学物理 · 物理学 2008-11-18 O. O. Vaneeva , A. G. Johnpillai , R. O. Popovych , C. Sophocleous

The study gives a brief overview of existing modifications of the method of functional separation of variables for nonlinear PDEs. It proposes a more general approach to the construction of exact solutions to nonlinear equations of applied…

数学物理 · 物理学 2020-01-07 Andrei D. Polyanin

A systematic and unified approach to transformations and symmetries of general second order linear parabolic partial differential equations is presented. Equivalence group is used to derive the Appell type transformations, specifically…

数学物理 · 物理学 2017-08-11 F. Gungor

This paper improves a previously established test involving only coefficients to decide a priori whether or not non-trivial symmetries of a large class of space-time dependent diffusion processes on the real line exist. When the existence…

数学物理 · 物理学 2024-04-19 F. Güngör

We prove that any potential symmetry of a system of evolution equations reduces to a Lie symmetry through a nonlocal transformation of variables. Based on this fact is our method of group classification of potential symmetries of systems of…

可精确求解与可积系统 · 物理学 2009-06-18 Renat Zhdanov

A method is presented for finding the Lie point symmetry transformations acting simultaneously on difference equations and lattices, while leaving the solution set of the corresponding difference scheme invariant. The method is applied to…

数学物理 · 物理学 2013-07-10 Decio Levi , Sébastien Tremblay , Pavel Winternitz

In this article, we obtain a functional CLT for a class of degenerate diffusion processes with periodic coefficients, thus generalizing the already classical results in the context of uniformly elliptic diffusions. As an application, we…

概率论 · 数学 2021-02-10 Nikola Sandrić , Ivana Valentić

Proton-coupled electron transfer (PCET) is the key step for energy conversion in electrocatalysis. Atomic-scale simulation acts as an indispensable tool to provide a microscopic understanding of PCET. However, consideration of the quantum…

材料科学 · 物理学 2024-08-27 Menglin Sun , Bin Jin , Xiaolong Yang , Shenzhen Xu

Multi-dimensional complex optical potentials with partial parity-time (PT) symmetry are proposed. The usual PT symmetry requires that the potential is invariant under complex conjugation and simultaneous reflection in all spatial…

斑图形成与孤子 · 物理学 2015-06-18 Jianke Yang

We study the diffusion equation with an appropriate change of variables. This equation is in general a partial differential equation (PDE). With the self-similar and related Ansat\"atze we transform the PDE of diffusion to an ordinary…

经典物理 · 物理学 2023-04-14 Imre Ferenc Barna , László Mátyás

We consider some non-linear non-homogeneous partial differential equations (PDEs) and derive their exact Green function solution as a functional Taylor expansion in powers of the source. The kind of PDEs we consider are dispersive ones…

数学物理 · 物理学 2024-11-12 Marco Frasca , Stefan Groote

In this paper, we develop an algebraic approach to classifying contact symmetries of the second-order nonlinear evolution equations. Up to contact isomorphisms, all inequivalent PDEs admitting semi-simple algebras, solvable algebras of…

数学物理 · 物理学 2013-01-11 Qing Huang , Renat Zhdanov , Changzheng Qu

Solving Partial Differential Equations (PDEs) is the core of many fields of science and engineering. While classical approaches are often prohibitively slow, machine learning models often fail to incorporate complete system information.…

机器学习 · 计算机科学 2024-02-13 Cooper Lorsung , Zijie Li , Amir Barati Farimani

This article investigates the non-stationary reaction-diffusion-advection equation, emphasizing solutions with internal layers and the associated inverse problems. We examine a nonlinear singularly perturbed partial differential equation…

数值分析 · 数学 2025-02-06 Dmitrii Chaikovskii , Ye Zhang , Aleksei Liubavin

A new approach for the parallel forward modeling of transient electromagnetic (TEM) fields is presented. It is based on a family of uniform-in-time rational approximants to the matrix exponential that share a common denominator independent…

数值分析 · 数学 2025-06-16 Ralph-Uwe Börner , Stefan Güttel

Place/Transition Petri nets with inhibitor arcs (PTI nets for short), which are a well-known Turing-complete, distributed model of computation, are equipped with a decidable, behavioral equivalence, called pti-place bisimilarity, that…

计算机科学中的逻辑 · 计算机科学 2022-11-03 Arnaldo Cesco , Roberto Gorrieri

We consider a reaction-diffusion equation with a convection term in one space variable, where the diffusion changes sign from the positive to the negative and the reaction term is bistable. We study the existence of wavefront solutions,…

偏微分方程分析 · 数学 2021-07-23 Diego Berti , Andrea Corli , Luisa Malaguti

Self-diffusion and interdiffusion coefficients of binary ionic mixtures are evaluated using the Effective Potential Theory (EPT), and the predictions are compared with the results of molecular dynamics simulations. We find that EPT agrees…

等离子体物理 · 物理学 2017-02-01 Nathaniel R. Shaffer , Scott D. Baalrud , Jérôme Daligault

An asymptotic limit of a class of Cahn-Hilliard systems is investigated to obtain a general nonlinear diffusion equation. The target diffusion equation may reproduce a number of well-known model equations: Stefan problem, porous media…

偏微分方程分析 · 数学 2015-12-01 Pierluigi Colli , Takeshi Fukao