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王

王文川 (Wenchuan Wang)

North China University of Water Resources and Electric Power

60H-index
377Paper Count
1.7WCitation Count
Published Papers 175
Publication Date
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An interpretable model for efficient and robust runoff forecasting via causal-linear attention and adaptive KAN decoding
errScientific Reports
IF3.9
err2026-10-18
err0
errOAAI
errWei-can Tian; Lin Cheng; Wen-chuan Wang
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errSave
MEDAL: a mechanism-embedded dual-physics attention learning framework for snowmelt-driven runoff prediction in cold-region basins
errJournal of Hydrology
IF6.3
err2026-09-07
err0
PREAI
errMiao Gu; Wen-chuan Wang; Kun-mei Luo; Can-can Shi; Dong-mei Xu
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errSave
A hybrid deep learning framework for robust and efficient streamflow prediction under varying data availability
errScientific Reports
IF3.9
err2026-08-10
err0
errOAAI
errWen-chuan Wang; Wei-can Tian; Dong-mei Xu
errShare
errSave
FKDM: a frequency-guided Koopman dynamics model with heterogeneous mixture-of-experts for robust daily runoff forecasting under non-stationarity
errJournal of Hydrology
IF6.3
err2026-08-01
err0
PREAI
errWang, Wen-Chuan; Luo, Kun-Mei; Gu, Miao; Shi, Can-Can; Wang, Yi-Yang; Li, Zong
errShare
errSave
A deep learning model for runoff prediction via Adaptive Reinforced Feature Mining
errApplied Soft Computing
IF6.6
err2026-07-16
err0
PREAI
errWen-chuan Wang; Hong-zhen Ren; Wei-can Tian; Xu-tong Zhang; Qi-qi Zeng
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errSave
Enhancing Daily Runoff Forecasting with a Dual-Domain Deep Learning Model
errApplied Soft Computing
IF6.6
err2026-05-21
err0
PREAI
errWen-chuan Wang; Can-can Shi; Hong-fei Zang; Dong-mei Xu
errShare
errSave
A synergistic framework integrating CPO-VMD with BiLSTM-TimesNet for accurate prediction of nonlinear and nonstationary runoff time series
errScientific Reports
IF3.9
err2026-05-17
err0
errOAAI
errDong-mei Xu; Qian Wang; Wen-chuan Wang; Kun-mei Luo; Zong Li; Miao Gu; Qi-qi Zeng
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errSave
MSTRFormer: A multi-factor daily runoff forecasting model integrating adaptive graph convolution and linear attention
errApplied Soft Computing
IF6.6
err2026-04-25
err0
PREAI
errWen-chuan Wang; Can-can Shi; Yi-yang Wang; Miao Gu; Zong Li
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errSave
Hybrid framework for robust runoff forecasting via decomposition and machine learning
errScientific Reports
IF3.9
err2026-04-14
err0
errOAAI
errWen-chuan Wang; Xu-tong Zhang; Qi-qi Zeng; Hong-zhen Ren; Dong-mei Xu; Qiang Ma
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errSave
Monte-Carlo-assisted endo-exo temporal transformer for high-confidence interval forecasting of daily runoff
errStochastic Environmental Research and Risk Assessment
IF3.6
err2026-04-01
err0
PREAI
errXiao-xue Hu; Dong-mei Xu; Wen-chuan Wang; Jun Wang; Zong Li
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errSave
TLDA: A lightweight and adaptive deep learning framework for accurate monthly runoff forecasting
errApplied Soft Computing
IF6.6
err2026-03-02
err0
PREAI
errDong-mei Xu; Qi-qi Zeng; Wen-chuan Wang; Qiang Ma
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errSave
Integrating LSTM and Transformer for Improved Daily Runoff Prediction: A Parallel Computing Approach
errModeling Earth Systems and Environment
IF2.9
err2026-02-28
err0
PREAI
errDong-mei Xu; Yang-hao Hong; Wen-chuan Wang; Miao Gu; Jun Wang; Yan-wei Zhao; Hong-fei Zang
errShare
errSave
DMEL: A novel dual-modal ensemble learning architecture for multi-step runoff prediction
errApplied Soft Computing
IF6.6
err2026-02-06
err0
PREAI
errWen-chuan Wang; Miao Gu; Zong Li; Yi-yang Wang; Yan-wei Zhao
errShare
errSave
Innovative daily runoff prediction model integrating black-winged kite algorithm and Mamba2–Transformer architecture
errEcological Informatics
IF7.3
err2025-12-17
err0
errOAAI
errDong-mei Xu; Xiao-xue Hu; Wen-chuan Wang; Jun Wang; Can-can Shi; Hong-fei Zang
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errSave
Season-Aware Ensemble Forecasting with Improved Arctic Puffin Optimization for Robust Daily Runoff Prediction Across Multiple Climate Zones
errWater 2025, Vol. 17, Page 3504
IF3
err2025-12-11
err0
errOAAI
errWenchuan Wang; Xutong Zhang; Qiqi Zeng; Dongmei Xu
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errSave
The CCVCLSA model: A novel approach to medium- and long-term runoff prediction integrating multiple techniques
errResults in Engineering
IF7.9
err2025-12-09
err0
errOAAI
errWen-chuan Wang; Huai-yu Zhang; Zong Li; Hong-zhen Ren
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errSave
RMC: advancing daily runoff forecasting with a unified cross-scale deep learning approach
errJournal of Hydrology
IF6.3
err2025-12-04
err0
PREAI
errDong-mei Xu; Qi-qi Zeng; Wen-chuan Wang; Xu-tong Zhang; Hong-fei Zang
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errSave
Study on flood forecasting and reservoir joint operation-a case study of the '2024.6.19' Flood in Guilin City
errInternational Journal of River Basin Management
IF1.9
err2025-12-01
err0
PREAI
errMa, Qiang; Liang, Xuewen; Wang, Wenchuan; Li, Hui; Zhao, Yanwei; Zhang, Shunfu; Tao, Wenhui
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errSave
Development and evaluation of a novel DTIB-LSSVM model for efficient and accurate runoff forecasting
errResults in Engineering
IF7.9
err2025-11-28
err0
errOAAI
errWen-chuan Wang; Xu-tong Zhang; Wei-can Tian; Zong Li; Ren-gong Zhang
errShare
errSave
PVA Buffer Layer-Reinforced TPU @ MXene Fiber Strain Sensor for High-Sensitivity, Wide-Range Human Motion Detection
errLANGMUIR
IF3.9
err2025-11-01
err0
PREAI
errTang, Lu; Zhou, Kechen; Wu, Qirui; Feng, Sinan; Wang, Wenchuan; Li, Ji-an; Tan, Sirui; Zeng, Dawen
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errSave

Research Directions

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Co-authors
Cooperation Journals
Z
Zhanhu Guo
H-index: 205 · Papers: 2.0K
S
Shengqian Ma
H-index: 126 · Papers: 646
张
张力群 (Liqun Zhang)
H-index: 123 · Papers: 2.2K
B
Berend Smit
H-index: 121 · Papers: 794
X
Xiao Cheng Zeng
H-index: 118 · Papers: 1.2K
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