Predicting Melt Pool Depth Contours from Surface Thermal Images using Vision Transformers in Laser Powder Bed Fusion

A hybrid CNN-Transformer model can accurately predict the subsurface melt pool contour morphology from in-situ high-speed thermal imaging of the melt pool surface during laser powder bed fusion.