Yang-hao Hong - Publications, H-index & Citations

Yang-hao Hong

north china university of water resources and electric power

5H指数

14论文数

127被引数

收录论文 7

发表时间

Integrating LSTM and Transformer for Improved Daily Runoff Prediction: A Parallel Computing Approach 集成LSTM和Transformer以改进日径流预测：一种并行计算方法

Modeling Earth Systems and Environment

IF2.9

2026-02-28

PREAI

Dong-mei Xu; Yang-hao Hong; Wen-chuan Wang; Miao Gu; Jun Wang; Yan-wei Zhao; Hong-fei Zang

An efficient parallel runoff forecasting model for capturing global and local feature information 一种捕获全局和局部特征信息的高效并行径流预报模型

SCIENTIFIC REPORTS

IF3.9

2025-04-11

OAAI

Hong, Yang-hao; Xu, Dong-mei; Wang, Wen-chuan; Zang, Hong-fei; Hu, Xiao-xue; Zhao, Yan-wei

WaveTransTimesNet: an enhanced deep learning monthly runoff prediction model based on wavelet transform and transformer architecture

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2025-01-24

PREAI

Xu, Dong-mei; Li, Zong; Wang, Wen-chuan; Hong, Yang-hao; Gu, Miao; Hu, Xiao-xue; Wang, Jun

A stacking ensemble machine learning model for improving monthly runoff prediction 一种用于提高月径流预测的堆叠集成机器学习模型

EARTH SCIENCE INFORMATICS

IF3

2024-12-28

PREAI

Wang, Wen-chuan; Gu, Miao; Li, Zong; Hong, Yang-hao; Zang, Hong-fei; Xu, Dong-mei

A novel daily runoff forecasting model based on global features and enhanced local feature interpretation

JOURNAL OF HYDROLOGY

IF6.3

2024-12-01

PREAI

Xu, Dong-mei; Hong, Yang-hao; Wang, Wen-chuan; Li, Zong; Wang, Jun

DTTR: Encoding and decoding monthly runoff prediction model based on deep temporal attention convolution and multimodal fusion

JOURNAL OF HYDROLOGY

IF6.3

2024-11-01

PREAI

Wang, Wen-chuan; Tian, Wei-can; Hu, Xiao-xue; Hong, Yang-hao; Chai, Fu-xin; Xu, Dong-mei

SMGformer: integrating STL and multi-head self-attention in deep learning model for multi-step runoff forecasting

SCIENTIFIC REPORTS

IF3.9

2024-10-09

OAAI

Wang, Wen-chuan; Gu, Miao; Hong, Yang-hao; Hu, Xiao-xue; Zang, Hong-fei; Chen, Xiao-nan; Jin, Yan-guo

研究方向