Clayton Cooper

Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm

Shenghan Guo, Mohit Agarwal, Clayton Cooper et al. · Journal of Manufacturing Systems · 2021 · 264 citations

Materials Science, Engineering, Machine Learning +9

Convolutional neural network-based tool condition monitoring in vertical milling operations using acoustic signals

Clayton Cooper, Peng Wang, Jianjing Zhang et al. · Procedia Manufacturing · 2020 · 60 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Anomaly detection in milling tools using acoustic signals and generative adversarial networks

Clayton Cooper, Jianjing Zhang, Robert X. Gao et al. · Procedia Manufacturing · 2020 · 38 citations · Full text

Function block-based human-robot collaborative assembly driven by brainwaves

Lihui Wang, Sichao Liu, Clayton Cooper et al. · CIRP Annals · 2021 · 38 citations

Human-robot Collaborative Assembly, Engineering, Soft Robotics +7

Surface roughness prediction through GAN-synthesized power signal as a process signature

Clayton Cooper, Jianjing Zhang, Y. B. Guo et al. · Journal of Manufacturing Systems · 2023 · 32 citations

Electrical Engineering, Engineering, Applied Physics +7