Prediction of interfacial area concentration based on interpretable neural network
“In the field of two-phase flow research, experts have established an interface area concentration prediction model based on neural networks. Through interpretability analysis and data preprocessing, the model's predictive ability has been significantly improved.”
ZHOU Yuhao, male, born in 2000, graduated from Chongqing University in 2022, master student, major in engery and power
ZHU Longxiang, E-mail: lxzhu@cqu.edu.cn
基金信息:
National Natural Science Foundation of China(12205031);China Postdoctoral Science Foundation(2022M720564);Low grade Energy Utilization Technology and System Key Laboratory Fund of the Ministry of Education(LLEUTS-2024002)
ZHOU Yuhao,XU Wangtao,LIU Li,et al.Prediction of interfacial area concentration based on interpretable neural network[J].NUCLEAR TECHNIQUES,2024,47(08):080502-080502.
ZHOU Yuhao,XU Wangtao,LIU Li,et al.Prediction of interfacial area concentration based on interpretable neural network[J].NUCLEAR TECHNIQUES,2024,47(08):080502-080502. DOI: 10.11889/j.0253-3219.2024.hjs.47.080502.
Prediction of interfacial area concentration based on interpretable neural network