Zhiwen Hou

Short-term power load forecast using OOA optimized bidirectional long short-term memory network with spectral attention for the frequency domain

Jingrui Liu, Zhiwen Hou, Tianxiang Yin · Energy Reports · 2024 · 39 citations · Full text

Computing, Meteorology, Energy Management +16

A deep graph convolutional neural network architecture for graph classification

Yuchen Zhou, Hongtao Huo, Zhiwen Hou et al. · PLoS ONE · 2023 · 32 citations · Full text

Computing, Computer Science, Feature Engineering +16

Enhanced analog circuit fault diagnosis via continuous wavelet transform and dual-stream convolutional fusion

Zhiwen Hou · Scientific Reports · 2025 · 31 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Mathematical and Machine Learning Innovations for Power Systems: Predicting Transformer Oil Temperature with Beluga Whale Optimization-Based Hybrid Neural Networks

Jingrui Liu, Zhiwen Hou · Mathematics · 2025 · 26 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Enhanced Beluga Whale optimization meets GRU and adaptive cubature Kalman filter: a novel approach for state of charge estimation in lithium-ion batteries

Jingrui Liu, Zhiwen Hou, Y. Xu et al. · Ionics · 2025 · 20 citations

Engineering, Marine Engineering, Electrochemical Engineering +16