Accurate detection and characterization of sub-millimeter cracks using nonlinear ultrasonics-informed parallel multi-branch convolutional neural network.

Thu, 01 Jan 2026 00:00:00 +0100

Lu Wang , Zhengpan Qi , Xiangyan Ding, Ning Hu, Xiaoyang Bi, Han Zhang, Libin Zhao:
Accurate detection and characterization of sub-millimeter cracks using nonlinear ultrasonics-informed parallel multi-branch convolutional neural network. Eng. Appl. Artif. Intell. 166: 113638 (2026)