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Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network
17 January 2023
Yunyang Zhang
Zhiqiang Gong
Weien Zhou
Xiaoyu Zhao
Xiaohu Zheng
W. Yao
AI4CE
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Papers citing
"Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network"
4 / 4 papers shown
Title
Multi-fidelity prediction of fluid flow and temperature field based on transfer learning using Fourier Neural Operator
Yanfang Lyu
Xiaoyu Zhao
Zhiqiang Gong
Xiao Kang
W. Yao
AI4CE
37
24
0
14 Apr 2023
MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations
Saurabh Deshpande
Stéphane P. A. Bordas
J. Lengiewicz
AI4CE
GNN
87
28
0
01 Nov 2022
Physics-informed Convolutional Neural Networks for Temperature Field Prediction of Heat Source Layout without Labeled Data
Xiaoyu Zhao
Zhiqiang Gong
Yunyang Zhang
Wen Yao
Xiaoqian Chen
OOD
AI4CE
77
91
0
26 Sep 2021
Recursive co-kriging model for Design of Computer experiments with multiple levels of fidelity with an application to hydrodynamic
Loic Le Gratiet
AI4CE
88
292
0
02 Oct 2012
1