研究论文
Multi-domain physics-informed neural network for solving heat conduction and conjugate natural convection with discontinuity of temperature gradient on interface
TongSheng Wang, Zhiheng Wang, Zhu Ping Huang, Guang Xi
Xi'an Jiaotong University
来源Science China Technological Sciences
年份2022
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学术脉络
学科主题
物理Model Reduction and Neural Networks
Heat Transfer Mechanisms · Nanofluid Flow and Heat Transfer
参考文献 46
Neural‐network‐based approximations for solving partial differential equations
被引 627Gamini Dissanayake, Nhan Phan-Thien · Communications in Numerical Methods in Engineering · 1994
Identification of distributed parameter systems: A neural net based approach
被引 251Raúl González‐García, Ramiro Rico-Martı́nez, Ioannis G. Kevrekidis · Computers & Chemical Engineering · 1998
Multiquadrics—A scattered data approximation scheme with applications to computational fluid-dynamics—I surface approximations and partial derivative estimates
被引 1,965Edward J. Kansa · Computers & Mathematics with Applications · 1990
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引用本文 29
Thermal conductivity estimation using Physics-Informed Neural Networks with limited data
被引 39Junhyoung Jo, Yeonhwi Jeong, Jinsu Kim · Engineering Applications of Artificial Intelligence · 2024
Combined analysis of thermofluids and electromagnetism using physics-informed neural networks
被引 26Yeonhwi Jeong, Junhyoung Jo, Tonghun Lee · Engineering Applications of Artificial Intelligence · 2024
Extended multiphysics-informed neural network for conjugate heat transfer problems
被引 16Jongmok Lee, Seungmin Shin, Ho Jin Choi · International Journal of Heat and Mass Transfer · 2025
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