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A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics

A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics

Tianhan Zhang
Yuxiao Yi
Yifan Xu
Z. X. Chen
Yaoyu Zhang
E. Weinan
Zhi-Qin John Xu
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Papers citing "A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics"

2 / 2 papers shown
Title
Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks
Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks
Zhi-Qin John Xu
Yaoyu Zhang
Yaoyu Zhang
Yan Xiao
Zheng Ma
121
514
0
19 Jan 2019
Training behavior of deep neural network in frequency domain
Training behavior of deep neural network in frequency domain
Zhi-Qin John Xu
Yaoyu Zhang
Yan Xiao
AI4CE
69
319
0
03 Jul 2018

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