An Intelligent SPH Framework Based on Machine-Learned Residual Correction for Elliptic PDEs

We present an intelligent, non-intrusive framework to enhance the performance of Symmetric Smoothed Particle Hydrodynamics (SSPH) for elliptic partial differential equations, focusing on the linear and nonlinear Poisson equations. Classical Smoothed Particle Hydrodynamics methods, while meshfree, su...

Disgrifiad llawn

Manylion Llyfryddiaeth

Prif Awduron:	Ammar Qarariyah, Tianhui Yang, Fang Deng
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2025-12-01
Cyfres:	Algorithms
Pynciau:	smoothed particle hydrodynamics meshless methods machine learning residual correction intelligent numerical solvers Poisson equation
Mynediad Ar-lein:	https://www.mdpi.com/1999-4893/18/12/803
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!