Huachen Jiang

Continuous missing data imputation with incomplete dataset by generative adversarial networks–based unsupervised learning for long-term bridge health monitoring

Huachen Jiang, Chunfeng Wan, Kang Yang et al. · Structural Health Monitoring · 2021 · 131 citations

Computing, Computer Science, Machine Learning +16

Deep learning and data augmentation based data imputation for structural health monitoring system in multi-sensor damaged state

Jiale Hou, Huachen Jiang, Chunfeng Wan et al. · Measurement · 2022 · 76 citations

Computing, Computer Science, Data Science +17

Missing data imputation framework for bridge structural health monitoring based on slim generative adversarial networks

Shuai Gao, Wenlong Zhao, Chunfeng Wan et al. · Measurement · 2022 · 60 citations

Engineering, Civil Engineering, Bridge Engineering +15

A multi-sensor mapping Bi-LSTM model of bridge monitoring data based on spatial-temporal attention mechanism

Kang Yang, Youliang Ding, Fangfang Geng et al. · Measurement · 2023 · 33 citations

Engineering, Civil Engineering, Bridge Engineering +8

A two‐stage data cleansing method for bridge global positioning system monitoring data based on bi‐direction long and short term memory anomaly identification and conditional generative adversarial networks data repair

Kang Yang, Youliang Ding, Huachen Jiang et al. · Structural Control and Health Monitoring · 2022 · 22 citations

Computing, Computer Science, Global Navigation Satellite Systems +16