“Researchers have proposed a focus dynamic tracking and error compensation method based on laser triangulation, which adopts a two-level compensation architecture combining offline static calibration and online dynamic correction. The trajectory tracking error is optimized from ± 3.5 μ m to ± 0.50 μ m, providing a solution for high-speed and high-precision invisible cutting of high-end ultra-thin wafers.”