Patents
- Medium- and long-term runoff forecasting method based on mutual information- kernel principal component analysis-Elman neural network
CN107463993A, 2017 [Google Patent] [Certificate]
Journal Papers
- Runoff Prediction Method Based on Adaptive Elman Neural Network
Chenming Li, Lei Zhu, Zhiyao He, Hongmin Gao*, Yao Yang, Dan Yao and Xiaoyu Qu
[Water 2019] [paper]
Books
- Zhiyao He. 2021. The guide to Patent Application
- Zhiyao He. 2021. The Guide to the TOEFL iBT® Test
Certificates
- Deep Learning. 2018. [DeepLearning.AI] [Coursera Certificate]
- Neural Networks and Deep Learning. 2017. [DeepLearning.AI] [Coursera Certificate]
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization. 2017. [DeepLearning.AI] [Coursera Certificate]
- Structuring Machine Learning Projects. 2017. [DeepLearning.AI] [Coursera Certificate]
- Convolutional Neural Networks: Hyperparameter Tuning, Regularization and Optimization. 2018. [DeepLearning.AI] [Coursera Certificate]
- Sequence Models. 2018. [DeepLearning.AI] [Coursera Certificate]