Application of a physics-informed neural network to solve the steady-state Bratu equation arising from solid biofuel combustion theory

VR Hosseini, AA Mehrizi, A Gungor, HH Afrouzi - Fuel, 2023 - Elsevier
Abstract Physic-Informed Neural Networks (PINN) has attracted extensive attention in recent
years. This method can use partial differential equations (PDE) or boundary value problems …

Theoretical analysis of the generalized finite difference method

Z Zheng, X Li - Computers & Mathematics with Applications, 2022 - Elsevier
The generalized finite difference method (GFDM) is a typical meshless collocation method
based on the Taylor series expansion and the moving least squares technique. In this paper …

Acoustic wave reflection in water affects underwater wireless sensor networks

K Sathish, M Hamdi, R Chinthaginjala Venkata… - Sensors, 2023 - mdpi.com
The phenomenon of acoustic wave reflection off fluid–solid surfaces is the focus of this
research. This research aims to measure the effect of material physical qualities on oblique …

The local radial basis function collocation method for elastic wave propagation analysis in 2D composite plate

CZ Shi, H Zheng, PH Wen, YC Hon - Engineering Analysis with Boundary …, 2023 - Elsevier
In this paper, the local radial basis function collocation method (LRBFCM) is applied to
simulate the in-plane elastic wave propagation in composite plate. In order to reduce the …

[HTML][HTML] An algorithm for choosing a good shape parameter for radial basis functions method with a case study in image processing

SSS Ghalichi, M Amirfakhrian… - Results in Applied …, 2022 - Elsevier
Some efficient radial basis functions (RBFs) have a free parameter called the shape
parameter that controls the shape of approximating function. This parameter is mainly …

A new high-order nine-point stencil, based on integrated-RBF approximations, for the first biharmonic equation

N Mai-Duy, D Strunin, W Karunasena - Engineering Analysis with …, 2022 - Elsevier
This paper is concerned with the development of a new compact 9-point stencil, based on
integrated-radial-basis-function (IRBF) approximations, for the discretisation of the first …

A weighted stabilized lagrange interpolation collocation method for boundary condition identification in 3D electromagnetic inverse scattering

Z Qian, M Hu, L Wang, Y Li - Advances in Engineering Software, 2024 - Elsevier
The identification of boundary conditions in electromagnetic inverse scattering is of
importance in various engineering applications, ranging from geophysical exploration to …

Generalized finite integration method for 2D elastostatic and elastodynamic analysis

CZ Shi, H Zheng, YC Hon, PH Wen - Mathematics and Computers in …, 2024 - Elsevier
In this paper, the elastostatic and elastodynamic problems are analyzed by using the
meshless generalized finite integration method (GFIM). The idea of the GFIM is to construct …

Optimizing Nonlinear Distortion and Interference in MC‐CDMA Receivers Employing Deep Neural Networks

CV Ravikumar, K Bagadi… - Mobile Information …, 2023 - Wiley Online Library
Systems that employ multicarrier code division multiple access, commonly known as MC‐
CDMA, produce outstanding results in terms of both the performance of the system as a …

[PDF][PDF] A hybrid model of regional path loss of wireless signals through the wall.

G Xi, S Lin, D Zou - KSII Trans. Internet Inf. Syst., 2022 - koreascience.kr
Wall obstruction is the main factor leading to the non-line of sight (NLoS) error of indoor
localization based on received signal strength indicator (RSSI). Modeling and correcting the …