Caihua Hao

A novel deep learning method with partly explainable: Intelligent milling tool wear prediction model based on transformer informed physics

Caihua Hao, Xinyong Mao, Tao Ma et al. · Advanced Engineering Informatics · 2023 · 60 citations · Full text

Computing, Computer Science, Manufacturing Engineering +14

Semi-supervised graph convolutional network to predict position- and speed-dependent tool tip dynamics with limited labeled data

Chaochao Qiu, Kai Li, Bin Li et al. · Mechanical Systems and Signal Processing · 2021 · 29 citations

Computing, Computer Science, Mechanical Engineering +14

A novel method for machine tool structure condition monitoring based on knowledge graph

Chaochao Qiu, Bin Li, Hongqi Liu et al. · The International Journal of Advanced Manufacturing Technology · 2022 · 20 citations

Engineering, Industrial Engineering, Manufacturing Engineering +16

Multi-agent reinforcement learning method for cutting parameters optimization based on simulation and experiment dual drive environment

Weiye Li, Caihua Hao, Songping He et al. · Mechanical Systems and Signal Processing · 2024 · 12 citations

Engineering, Industrial Engineering, Manufacturing Engineering +14

Research on the commonness and dissimilarity of group machine tools based on BP and SAE algorithms

Xuwu Yuan, Caihua Hao, Jiarong Gu et al. · Computers & Industrial Engineering · 2021 · 10 citations

Computing, Computer Science, Industrial Engineering +5