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hydrology; water resources;hydrologic forecasting;artificial intelligence
China

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Employment (1)

North China University of Water Resources and Electric Power: Zhengzhou, Henan, CN

2008-07-01 to present | Professor (College of Water Resources)
Employment
Source: Self-asserted source
Wenchuan Wang

Works (50 of 83)

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Enhancing monthly runoff prediction: a data-driven framework integrating variational mode decomposition, enhanced artificial rabbit optimization, support vector regression, and error correction

Earth Science Informatics
2025-03 | Journal article
Contributors: Ni-ni He; Wen-chuan Wang
Source: check_circle
Crossref

Enhancing sand cat swarm optimization based on multi-strategy mixing for solving engineering optimization problems

Evolutionary Intelligence
2025-02 | Journal article
Contributors: Wen-chuan Wang; Zi-jun Han; Zhao Zhang; Jun Wang
Source: check_circle
Crossref

Multi-strategy enhanced artificial rabbit optimization algorithm for solving engineering optimization problems

Evolutionary Intelligence
2025-02 | Journal article
Contributors: Ni-ni He; Wen-chuan Wang; Jun Wang
Source: check_circle
Crossref

A singular spectrum analysis-enhanced BiTCN-selfattention model for runoff prediction

Earth Science Informatics
2025-01 | Journal article
Contributors: Wen-chuan Wang; Feng-rui Ye; Yi-yang Wang; Miao Gu
Source: check_circle
Crossref

A stacking ensemble machine learning model for improving monthly runoff prediction

Earth Science Informatics
2025-01 | Journal article
Contributors: Wen-chuan Wang; Miao Gu; Zong Li; Yang-hao Hong; Hong-fei Zang; Dong-mei Xu
Source: check_circle
Crossref

MSBES: an improved bald eagle search algorithm with multi- strategy fusion for engineering design and water management problems

The Journal of Supercomputing
2025-01 | Journal article
Contributors: Wen-Chuan Wang; Wei-Can Tian; Kwok-Wing Chau; Hongfei Zang
Source: check_circle
Crossref

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

Journal of Hydrology
2024-11 | Journal article
Contributors: Wen-chuan Wang; Wei-can Tian; Xiao-xue Hu; Yang-hao Hong; Fu-xin Chai; Dong-mei Xu
Source: check_circle
Crossref

A Multi-strategy Slime Mould Algorithm for Solving Global Optimization and Engineering Optimization Problems

Evolutionary Intelligence
2024-10 | Journal article
Contributors: Wen-chuan Wang; Wen-hui Tao; Wei-can Tian; Hong-fei Zang
Source: check_circle
Crossref

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

Scientific Reports
2024-10-09 | Journal article
Contributors: Wen-chuan Wang; Miao Gu; Yang-hao Hong; Xiao-xue Hu; Hong-fei Zang; Xiao-nan Chen; Yan-guo Jin
Source: check_circle
Crossref

Arctic puffin optimization: A bio-inspired metaheuristic algorithm for solving engineering design optimization

Advances in Engineering Software
2024-09 | Journal article
Contributors: Wen-chuan Wang; Wei-can Tian; Dong-mei Xu; Hong-fei Zang
Source: check_circle
Crossref

Evaluating the Performance of Several Data Preprocessing Methods Based on GRU in Forecasting Monthly Runoff Time Series

Water Resources Management
2024-07 | Journal article
Contributors: Wen-chuan Wang; Yu-jin Du; Kwok-wing Chau; Chun-Tian Cheng; Dong-mei Xu; Wen-Tao Zhuang
Source: check_circle
Crossref

A hybrid annual runoff prediction model using echo state network and gated recurrent unit based on sand cat swarm optimization with Markov chain error correction method

Journal of Hydroinformatics
2024-06-01 | Journal article
Contributors: Jun Wang; Wenchuan Wang; Xiao-xue Hu; Miao Gu; Yang-hao Hong; Hong-fei Zang
Source: check_circle
Crossref

A compound approach for ten-day runoff prediction by coupling wavelet denoising, attention mechanism, and LSTM based on GPU parallel acceleration technology

Earth Science Informatics
2024-04 | Journal article
Contributors: Yi-yang Wang; Wen-chuan Wang; Dong-mei Xu; Yan-wei Zhao; Hong-fei Zang
Source: check_circle
Crossref

An Improved Golden Jackal Optimization Algorithm Based on Multi-strategy Mixing for Solving Engineering Optimization Problems

Journal of Bionic Engineering
2024-03 | Journal article
Contributors: Jun Wang; Wen-chuan Wang; Kwok-wing Chau; Lin Qiu; Xiao-xue Hu; Hong-fei Zang; Dong-mei Xu
Source: check_circle
Crossref

Black-winged kite algorithm: a nature-inspired meta-heuristic for solving benchmark functions and engineering problems

Artificial Intelligence Review
2024-03-23 | Journal article
Contributors: Jun Wang; Wen-chuan Wang; Xiao-xue Hu; Lin Qiu; Hong-fei Zang
Source: check_circle
Crossref

Improved monthly runoff time series prediction using the CABES-LSTM mixture model based on CEEMDAN-VMD decomposition

Journal of Hydroinformatics
2024-01-01 | Journal article
Contributors: Dong-mei Xu; An-dong Liao; Wenchuan Wang; Wei-can Tian; Hong-fei Zang
Source: check_circle
Crossref

A new multi-scalar framework for quantifying the impacts of climate change and human activities on streamflow variation

Water Supply
2023 | Journal article
Contributors: Ma, Mingwei; Wang, Zhaohang; Cui, Huijuan; Wang, Wenchuan; Jiang, Liuyuwei
Source: check_circle
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An enhanced monthly runoff forecasting using least squares support vector machine based on Harris hawks optimization and secondary decomposition

Earth Science Informatics
2023 | Journal article
Contributors: Xu, Dong-mei; Hu, Xiao-xue; Wang, Wen-chuan; Chau, Kwok-wing; Zang, Hong-fei
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An Improved Bald Eagle Search Algorithm with Cauchy Mutation and Adaptive Weight Factor for Engineering Optimization

CMES - Computer Modeling in Engineering and Sciences
2023 | Journal article
Contributors: Wang, Wenchuan; Tian, Weican; Chau, Kwok-wing; Xue, Yiming; Xu, Lei; Zang, Hongfei
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Ce-LDE: A lightweight variant of differential evolution algorithm with combined e constrained method and L acute accent evy flight for constrained optimization problems

Expert Systems with Applications
2023 | Journal article
Contributors: Wang, Wen-chuan; Xu, Lei; Chau, Kwok-wing; Liu, Chang-jun; Ma, Qiang; Xu, Dong-mei
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Is the LSTM Model Better than RNN for Flood Forecasting Tasks? A Case Study of HuaYuankou Station and LouDe Station in the Lower Yellow River Basin

Water
2023-11-10 | Journal article
Contributors: Yiyang Wang; Wenchuan Wang; Hongfei Zang; Dongmei Xu
Source: check_circle
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A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression

Journal of Hydroinformatics
2023-11-01 | Journal article
Contributors: Yi-yang Wang; Wenchuan Wang; Kwok-wing Chau; Dong-mei Xu; Hong-fei Zang; Chang-jun Liu; Qiang Ma
Source: check_circle
Crossref

Deriving reservoir operation policy using data-driven artificial intelligence model based on pattern recognition and metaheuristic optimizer

Journal of Hydrology
2023-07 | Journal article
Contributors: Zhong-kai Feng; Wen-jing Niu; Tai-heng Zhang; Wen-chuan Wang; Tao Yang
Source: check_circle
Crossref

Copula-Based Severity–Duration–Frequency (SDF) Analysis of Streamflow Drought in the Source Area of the Yellow River, China

Water
2023-07-29 | Journal article
Contributors: Mingwei Ma; Hongfei Zang; Wenchuan Wang; Huijuan Cui; Yanwei Sun; Yujia Cheng
Source: check_circle
Crossref
grade
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Muskingum Models’ Development and their Parameter Estimation: A State-of-the-art Review

Water Resources Management
2023-06 | Journal article
Contributors: Wen-chuan Wang; Wei-can Tian; Dong-mei Xu; Kwok-wing Chau; Qiang Ma; Chang-jun Liu
Source: check_circle
Crossref
grade
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An enhanced monthly runoff time series prediction using extreme learning machine optimized by salp swarm algorithm based on time varying filtering based empirical mode decomposition

Journal of Hydrology
2023-05 | Journal article
Contributors: Wen-chuan Wang; Qi Cheng; Kwok-wing Chau; Hao Hu; Hong-fei Zang; Dong-mei Xu
Source: check_circle
Crossref

Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition

Journal of Hydroinformatics
2023-05-01 | Journal article
Contributors: Dong-mei Xu; Xiang Wang; Wen-chuan Wang; Kwok-wing Chau; Hong-fei Zang
Source: check_circle
Crossref
grade
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Multi-Reservoir Flood Control Operation Using Improved Bald Eagle Search Algorithm with ε Constraint Method

Water
2023-02-09 | Journal article
Contributors: Wenchuan Wang; Weican Tian; Kwokwing Chau; Hongfei Zang; Mingwei Ma; Zhongkai Feng; Dongmei Xu
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Research on Parameter Regionalization of Distributed Hydrological Model Based on Machine Learning

Water
2023-01-28 | Journal article
Contributors: Wenchuan Wang; Yanwei Zhao; Yong Tu; Rui Dong; Qiang Ma; Changjun Liu
Source: check_circle
Crossref
grade
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Model-Based Mechanism Analysis of “7.20” Flash Flood Disaster in Wangzongdian River Basin

Water
2023-01-11 | Journal article
Contributors: Sijia Hao; Wenchuan Wang; Qiang Ma; Changzhi Li; Lei Wen; Jiyang Tian; Changjun Liu
Source: check_circle
Crossref
grade
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A Hybrid Model of Ensemble Empirical Mode Decomposition and Sparrow Search Algorithm-Based Long Short-Term Memory Neural Networks for Monthly Runoff Forecasting

Frontiers in Environmental Science
2022 | Journal article
Contributors: Li, Bao-Jian; Yang, Jing-Xin; Luo, Qing-Yuan; Wang, Wen-Chuan; Zhang, Tai-Heng; Zhong, Ling; Sun, Guo-Liang
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Monthly Runoff Forecasting Using Variational Mode Decomposition Coupled with Gray Wolf Optimizer-Based Long Short-term Memory Neural Networks

Water Resources Management
2022 | Journal article
Contributors: Bao-Jian Li; Guo-Liang Sun; Liu, Yan; Wen-Chuan Wang; Xu-Dong Huang
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Simulation Analysis of Runoff and Sediment Yield under the Change of Land-Use Type: A Case Study of the Upper Jianjiang River Basin, China

Polish Journal of Environmental Studies
2022 | Journal article
Contributors: Chen, Haitao; Shi, Rui; He, Ji; Zheng, Lijie; Wang, Wenchuan
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Study on Ecological Allocation of Mine Water in Mining Area Based on Long-term Rainfall Forecast

Water Resources Management
2022 | Journal article
Contributors: Lei, Guan-jun; Liu, Chang-shun; Wang, Wenchuan; Yin, Jun-xian; Wang, Hao
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Study on Forecasting and Alarming Model of Flash Flood Based on Machine Learning

ADVANCES IN HYDROINFORMATICS: SIMHYDRO - CHOOSING THE RIGHT MODEL IN APPLIED HYDRAULICS
2022 | Journal article
Contributors: Wang, Wen-Chuan; Zhao, Yan-Wei; Liu, Chang-Jun; Ma, Qiang; Xu, Dong-Mei
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Study on the Effect of Land-Use Change on Phosphorus Pollution In Water China, Jianjiang River, Huazhou Station Control Basin

Polish Journal of Environmental Studies
2022 | Journal article
Contributors: Chen, Haitao; Zheng, Lijie; Wang, Wenchuan; Shi, Rui
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Climate Changes and Hydrological Processes

Water
2022-12-02 | Journal article
Contributors: Wenchuan Wang; Zhongkai Feng; Mingwei Ma
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grade
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The Diurnal Variation Characteristics of Latent Heat Flux under Different Underlying Surfaces and Analysis of Its Drivers in The Middle Reaches of the Heihe River

Water
2022-11-02 | Journal article
Contributors: Ji He; Qing-Min Li; Wen-Chuan Wang; Dong-Mei Xu; Yu-Rong Wan
Source: check_circle
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grade
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An orthogonal opposition-based-learning Yin–Yang-pair optimization algorithm for engineering optimization

Engineering with Computers
2022-06 | Journal article
Contributors: Wen-chuan Wang; Lei Xu; Kwok-wing Chau; Yong Zhao; Dong-mei Xu
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Analysis on the Disaster Mechanism of “8.12” Flash Flood in Liulin River Basin

Water
2022-06-24 | Journal article
Contributors: Sijia Hao; Wenchuan Wang; Qiang Ma; Changzhi Li; Lei Wen; Jiyang Tian; Changjun Liu
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An Ensemble Hybrid Forecasting Model for Annual Runoff Based on Sample Entropy, Secondary Decomposition, and Long Short-Term Memory Neural Network

Water Resources Management
2021 | Journal article
Contributors: Wang, Wen-chuan; Du, Yu-jin; Chau, Kwok-wing; Xu, Dong-mei; Liu, Chang-jun; Ma, Qiang
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Failure risk assessment of discharge system of the Hanjiang-to-Weihe River Water Transfer Project

Natural Hazards
2021 | Journal article
Contributors: Lei, Guan-jun; Wang, Wen-chuan; Liang, Yun; Yin, Jun-xian; Wang, Hao
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Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field

Journal of Hydroinformatics
2021 | Journal article
Contributors: Wang, Wen-chuan; Zhao, Yan-wei; Chau, Kwok-wing; Xu, Dong-mei; Liu, Chang-jun
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Simulation of maize drought degree in Xi'an City based on cusp catastrophe model

Water Science and Engineering
2021 | Journal article
Contributors: Chen, Hai-tao; He, Ji; Wang, Wen-chuan; Chen, Xiao-nan
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Spatial Heterogeneity and Cause Analysis of Water Quality of Coastal City River System in Flood and Non-Flood Season: a Case Study of Haikou, China

Polish Journal of Environmental Studies
2021 | Journal article
Contributors: Chen, Haitao; Shi, Rui; Wang, Wenchuan
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Flood Control Operation of Reservoir Group Using Yin-Yang Firefly Algorithm

Water Resources Management
2021-12-27 | Journal article
Contributors: Hai-tao Chen; Wen-chuan Wang; Kwok-wing Chau; Lei Xu; Ji He
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Study on the Impact of Land-Use Change on Runoff Variation Trend in Luojiang River Basin, China

Water
2021-11-19 | Journal article
Contributors: Ji He; Yu-Rong Wan; Hai-Tao Chen; Wen-Chuan Wang
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grade
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Evaluating The Performance of Several Data Preprocessing Methods Based On GRU in Forecasting Monthly Runoff Time Series

2021-11-03 | Preprint
Contributors: Wenchuan Wang; Yu-jin Du; Kwok-wing Chau; Chun-Tian Cheng; Dong-mei Xu; Wen-Tao Zhuang
Source: check_circle
Crossref

A Comparison of BPNN, GMDH, and ARIMA for Monthly Rainfall Forecasting Based on Wavelet Packet Decomposition

Water
2021-10-14 | Journal article
Contributors: Wenchuan Wang; Yujin Du; Kwokwing Chau; Haitao Chen; Changjun Liu; Qiang Ma
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Examining the Applicability of Wavelet Packet Decomposition on Different Forecasting Models in Annual Rainfall Prediction

Water
2021-07-21 | Journal article
Contributors: Hua Wang; Wenchuan Wang; Yujin Du; Dongmei Xu
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Peer review (38 reviews for 20 publications/grants)

Review activity for Applied water science. (1)
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Review activity for IEEE sensors journal. (1)
Review activity for IET generation, transmission & distribution. (1)
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Review activity for Water. (9)