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HouZhong Zhai

Sichuan University

No. 24 South Section1, Yihuan Road,

Chengdu, 610064

China

  • Sichuan University

SCHOLARLY PAPERS

2

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109

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1

Scholarly Papers (2)

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1.

Supercritical Carbon Dioxide Critical Flow Model Based on Deep Learning

Number of pages: 15 Posted: 28 Sep 2023
Yuan Yuan, TianSheng Chen, HaoYang Feng, JunHao Wang, YuTing Zha and HouZhong Zhai
Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University and Sichuan University
Downloads 55 (1,010,164)
Citation 1

Abstract:

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Supercritical carbon dioxide, Critical flow, Recurrent neural network (RNN), Transfer learning, Genetic algorithm

2.

Supercritical Carbon Dioxide Critical Flow Model Based on a Physics-Informed Neural Network

Number of pages: 28 Posted: 03 Jun 2024
TianSheng Chen, HaoYang Feng, Yuan Yuan, JunHao Wang, HouZhong Zhai, YuTing Zha, Gengyuan Tian and YangLe Wang
Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University and Sichuan University
Downloads 54 (1,020,567)

Abstract:

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Physics-informed neural networks (PINNs), Supercritical carbon dioxide (sCO2), Critical flow models, Embedding grid, Bayesian optimization algorithm