Chao Yang

Ensemble deep kernel learning with application to quality prediction in industrial polymerization processes

Yi Liu, Chao Yang, Zengliang Gao et al. · Chemometrics and Intelligent Laboratory Systems · 2018 · 186 citations

Industrial Polymerization Processes, Machine Learning, Data Science +11

Domain adaptation transfer learning soft sensor for product quality prediction

Yi Liu, Chao Yang, Kaixin Liu et al. · Chemometrics and Intelligent Laboratory Systems · 2019 · 135 citations

Engineering, Machine Learning, Data Science +4

Development of Adversarial Transfer Learning Soft Sensor for Multigrade Processes

Yi Liu, Chao Yang, Mingtao Zhang et al. · Industrial & Engineering Chemistry Research · 2020 · 85 citations

Artificial Intelligence, Multigrade Processes, Engineering +17

Mechanism of Mn on inhibiting Fe-caused magnesium corrosion

Lei Yang, Shouzhen He, Chao Yang et al. · Journal of Magnesium and Alloys · 2020 · 56 citations · Full text

Materials Science, Fe Impurity, Chemical Engineering +12

Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance

Mingxuan Jing, Xiaojian Ma, Wenbing Huang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 55 citations · Full text

Artificial Intelligence, Imperfect Demonstrations, Engineering +10