Search Results for author: Zhi X. Chen

Found 1 papers, 0 papers with code

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

no code implementations9 Jan 2022 Tianhan Zhang, Yuxiao Yi, Yifan Xu, Zhi X. Chen, Yaoyu Zhang, Weinan E, Zhi-Qin John Xu

The current work aims to understand two basic questions regarding the deep neural network (DNN) method: what data the DNN needs and how general the DNN method can be.

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