A physics-informed recurrent neural network for solving time-dependent partial differential equations

Y Liang, R Niu, J Yue, M Lei - International Journal of …, 2024 - World Scientific
In this paper, a physics-informed recurrent neural network (PIRNN) is proposed to solve time-
dependent partial differential equations (PDEs), which devices LSTM cells to ensure the …

Compact Finite Difference Scheme for Euler–Bernoulli Beam Equation with a Simply Supported Boundary Conditions

MD Aouragh, Y Khali, S Khallouq… - International Journal of …, 2024 - Springer
In this paper, we develop a fourth-order compact finite difference method to numerically
solve a fourth-order parabolic differential equation that governs the transverse displacement …

A difference scheme based on cubic B-spline quasi-interpolation for the solution of a fourth-order time-fractional partial integro-differential equation with a weakly …

M Taghipour, H Aminikhah - Sādhanā, 2022 - Springer
This paper presents a difference scheme by considering cubic B-spline quasi-interpolation
for the numerical solution of a fourth-order time-fractional integro-differential equation with a …

MQ quasi-interpolation-based level set method for structural topology optimization

CD Yang, JH Feng, J Ren, YD Shen - Journal of Mechanical Science and …, 2024 - Springer
Parametric level set method (PLSM) using interpolation method, such as radial basis
function (RBF) interpolation, exposes high computational cost and poor stability when …

A meshless quasi-interpolation method for solving hyperbolic conservation laws based on the essentially non-oscillatory reconstruction

Z Sun, Y Gao - International Journal of Computer Mathematics, 2023 - Taylor & Francis
In this paper, a quasi-interpolation method is proposed for solving hyperbolic conservation
laws based on the essentially non-oscillatory (ENO) scheme. The hyperbolic equation is …

Approximation of 3D convection diffusion equation using DQM based on modified cubic trigonometric B-splines

M Tamsir, N Dhiman, FS Gill… - Journal of Computational …, 2020 - journals.sagepub.com
This paper presents an approximate solution of 3D convection diffusion equation (CDE)
using DQM based on modified cubic trigonometric B-spline (CTB) basis functions. The DQM …

Numerical solutions of the sine-Gordon equation by univariate cubic B-spline quasi interpolation method

S Kumar, R Rohila, A Chadha - The Journal of Analysis, 2025 - Springer
This paper introduces a cubic B-spline quasi-interpolation (CBSQI) technique for addressing
the nonlinear hyperbolic sine-Gordon equation, which holds significant relevance in fields …

A θ-finite difference scheme based on cubic B-spline quasi-interpolation for the time fractional Cattaneo equation with Caputo–Fabrizio operator

M Taghipour, H Aminikhah - Journal of Difference Equations and …, 2021 - Taylor & Francis
In this paper, a θ-finite difference scheme based on cubic B-spline quasi-interpolation has
been derived for the solution of time fractional Cattaneo equation. The fractional derivative of …