Oleg Kristanovski

Identifying process windows of aluminum alloys in laser powder bed fusion using machine learning

Simulation and empirical data are used to train machine learning models to predict the part density in the laser powder bed fusion of metals to demonstrate the ability to identify process windows for novel alloys using simulations and ML models based on similar alloys, despite limitations in density prediction accuracy...