Jiaqi Hua

A novel method for accurately monitoring and predicting tool wear under varying cutting conditions based on meta-learning

Yingguang Li, Changqing Liu, Jiaqi Hua et al. · CIRP Annals · 2019 · 138 citations

Novel Method, Engineering, Machine Learning +8

Physics-Informed Neural Networks With Weighted Losses by Uncertainty Evaluation for Accurate and Stable Prediction of Manufacturing Systems

Jiaqi Hua, Yingguang Li, Changqing Liu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 68 citations

Engineering, Machine Learning, Uncertainty Evaluation +24

Real-time cutting tool state recognition approach based on machining features in NC machining process of complex structural parts

Changqing Liu, Yingguang Li, Jiaqi Hua et al. · The International Journal of Advanced Manufacturing Technology · 2018 · 58 citations

Engineering, Industrial Engineering, Material Machining +9

A Meta-Invariant Feature Space Method for Accurate Tool Wear Prediction Under Cross Conditions

Changqing Liu, Yingguang Li, Jingjing Li et al. · IEEE Transactions on Industrial Informatics · 2021 · 57 citations

Engineering, Machine Learning, Mechanical Engineering +18

An accurate cutting tool wear prediction method under different cutting conditions based on continual learning

Jiaqi Hua, Yingguang Li, Wenping Mou et al. · Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture · 2021 · 24 citations

Continual Learning, Engineering, Machine Learning +13