Mills, Ben, Grant-Jacob, James A., Xie, Yunhui, Chernikov, Fedor, Liu, Yuchen and Zervas, Michalis (2024) Intelligent light: the fusion of AI and lasers. Laser Matters, Manufacturing Technology Centre, Coventry, United Kingdom. (In Press)
Abstract
Whilst femtosecond lasers allow precise micro-scale fabrication, the nonlinear laser-material interaction makes parameter optimisation challenging and the process highly sensitive to experimental fluctuations. This talk will explore how deep learning can predict machining outcomes, optimise parameters, and identify and correct errors in real-time, hence enhancing accuracy and efficiency in manufacturing.
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