Tian Guo

Robust Online Time Series Prediction with Recurrent Neural Networks

Tian Guo, Xu Zhao, Xin Yao et al. · 2016 · 169 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +13

Hybrid Neural Networks for Learning the Trend in Time Series

Tao Lin, Tian Guo, Karl Aberer · 2017 · 138 citations · Full text

Intermediate Upward, Convolutional Neural Network, Deep Neural Networks +15

Damage detection in a novel deep-learning framework: a robust method for feature extraction

Tian Guo, Lianping Wu, Cunjun Wang et al. · Structural Health Monitoring · 2019 · 104 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Upgrading CO2 to sustainable aromatics via perovskite-mediated tandem catalysis

Tian Guo, Zhengwen Li, Chenxi Zhang et al. · Nature Communications · 2024 · 104 citations · Full text

Exploring Interpretable LSTM Neural Networks over Multi-Variable Data

Tian Guo, Tao Lin, Nino Antulov-Fantulin · arXiv (Cornell University) · 2019 · 98 citations · Full text

Mixture Attention Mechanism, Multi-variable Data, Sequence Modelling +14