A welding penetration prediction model for laser welding process based on self-supervised learning using physics-informed neural networks

Sen Li, Xiaoying Liu, Xiaojian Xu +5

The laser welding full-penetration is of critical importance, as it constitutes one of the fundamental factors in achieving defect-free welded joints. Accurate prediction of the pe…