A machine learning approach coupled with polar coordinate based localized collocation method for inner surface identification in heat conduction problem
DOI10.1016/J.CAMWA.2023.07.031MaRDI QIDQ6072891
Wen-Hui Chu, Zhuochao Tang, Wen-Zhi Xu, Xiaoying Zhuang, Zhuo-Jia Fu
Publication date: 13 October 2023
Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)
neural networkinverse heat conduction problemeffective thermal conductivityinternal boundary detectionpolar coordinate based generalized finite difference method
Reaction-diffusion equations (35K57) Finite difference methods for initial value and initial-boundary value problems involving PDEs (65M06) Spectral, collocation and related methods for initial value and initial-boundary value problems involving PDEs (65M70) Inverse problems in thermodynamics and heat transfer (80A23)
Cites Work
- A transient three-dimensional inverse geometry problem in estimating the space and time-dependent irregular boundary shapes
- Prediction of protective banks in high temperature smelting furnaces by inverse heat transfer
- A new method for identification of thermal boundary conditions in water-wall tubes of boiler furnaces
- Boundary function method for inverse geometry problem in two-dimensional anisotropic heat conduction equation
- Iterative algorithms for solving inverse problems of heat conduction in multiply connected domains
- A three-dimensional inverse heat conduction problem in estimating surface heat flux by conjugate gradient method
- An efficient localized collocation solver for anomalous diffusion on surfaces
- Three-dimensional application of the meshless generalized finite difference method for solving the extended Fisher-Kolmogorov equation
- A domain-decomposition generalized finite difference method for stress analysis in three-dimensional composite materials
- A meshless collocation scheme for inverse heat conduction problem in three-dimensional functionally graded materials
- Generalized finite difference method for solving stationary 2D and 3D Stokes equations with a mixed boundary condition
- A localized extrinsic collocation method for Turing pattern formations on surfaces
- Estimation of Tumor Characteristics in a Skin Tissue by a Meshless Collocation Solver
- Regularized collocation Trefftz method for void detection in two-dimensional steady-state heat conduction problems
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