James A. Grant‐Jacob

Machine learning for multi-dimensional optimisation and predictive visualisation of laser machining

Michael McDonnell, Daniel Arnaldo, Etienne Pelletier et al. · Journal of Intelligent Manufacturing · 2021 · 70 citations · Full text

Abstract Interactions, Laser Processing (Laser Material Processing), Engineering +26

Lasers that learn: The interface of laser machining and machine learning

Ben Mills, James A. Grant‐Jacob · IET Optoelectronics · 2021 · 59 citations · Full text

Predictive capabilities for laser machining via a neural network

Ben Mills, Daniel J. Heath, James A. Grant‐Jacob et al. · Optics Express · 2018 · 58 citations · Full text

Engineering, Machine Learning, Microscopy +16

Machine learning for 3D simulated visualization of laser machining

Daniel J. Heath, James A. Grant‐Jacob, Yunhui Xie et al. · Optics Express · 2018 · 55 citations · Full text

Deep learning for the monitoring and process control of femtosecond laser machining

Yunhui Xie, Daniel J. Heath, James A. Grant‐Jacob et al. · Journal of Physics Photonics · 2019 · 48 citations · Full text

Convolutional Neural Network, Laser Processing (Laser Material Processing), Engineering +20