activity
20232026
most citedA novel solution for seepage problems using physics-informed neural networks

4 citations · 4 across the 10 of their papers we have counts for

collaborators

10 papers

math.NA2026

OptiXDE: A fast optical-inspired solver for differential equations

Yang Yang, Mingjiao Yan, Zongliang Zhang

OptiXDE is a matrix-free spectral operator framework for differential equations on uniform grids and embedded domains. Inspired by angular-spectrum propagation in Fourier optics, i…

math.NT2026

Steady-State and Transient Heat Conduction Analysis Using a Polygonal Cell-Based Smoothed Finite Element Method

Miao Zhang, Yang Yang, Chao Su +2

This paper presents a polygonal cell-based smoothed finite element method (CS-FEM) for two-dimensional steady-state and transient heat-conduction analysis. In the proposed formulat…

math.NA2026

Nonlinear Geotechnical Analysis Using a Polygonal Cell-Based Smoothed Finite Element Framework

Mingjiao Yan, Yang Yang, Zongliang Zhang +6

Nonlinear geotechnical analysis often involves complex geometries, staged construction, local failure, and mesh-dependent stress and plastic strain responses. This study develops a…

math.NA2026

Two-dimensional seepage analysis using a polygonal cell-based smoothed finite element method

Yang Yang, Mingjiao Yan, Zongliang Zhang +3

This study develops a polygonal cell-based smoothed finite element method (CSFEM) for two-dimensional seepage analyses in porous media, covering steady-state, transient, and free-s…

math.NA2025

Elasto-plastic cell-based smoothed finite element method solving geotechnical problems

Yang Yang, Mingjiao Yan, Zongliang Zhang +4

This work develops an elasto-plastic cell-based smoothed finite element method (CSFEM) for geotechnical analysis. The formulation incorporates a smoothed strain field into the stan…

cond-mat.soft2025

Geometric Field Theory for Elastohydrodynamics of Cosserat Rods

Mingjia Yan, Mohamed Warda, Balázs Németh +2

Slender structures are ubiquitous in biological and physical systems, from bacterial flagella to soft robotic arms. The Cosserat rod provides a mathematical framework for slender b…

math.NA2025

Three dimensional seepage analysis using a polyhedral scaled boundary finite element method

Mingjiao Yan, Yang Yang, Zongliang Zhang +3

This work presents a polyhedral scaled boundary finite element method (PSBFEM) for three dimensional seepage analysis. We first derive the scaled boundary formulation for 3D seepag…

math.NA2025

Steady-state and transient thermal stress analysis using a polygonal finite element method

Yang Yang, Mingjiao Yan, Zongliang Zhang +3

This work develops a polygonal finite element method (PFEM) for the analysis of steady-state and transient thermal stresses in two dimensional continua. The method employs Wachspre…

math.NA2024

A polyhedral scaled boundary finite element method solving three-dimensional heat conduction problems

Mingjiao Yan, Yang Yang, Chao Su +4

In this study, we derived a three-dimensional scaled boundary finite element formulation for heat conduction problems. By incorporating Wachspress shape functions, a polyhedral sca…

cs.CE2023★ 4 cited

A novel solution for seepage problems using physics-informed neural networks

Tianfu Luo, Yelin Feng, Qingfu Huang +5

A Physics-Informed Neural Network (PINN) provides a distinct advantage by synergizing neural networks' capabilities with the problem's governing physical laws. In this study, we in…