Using machine learning for crack detection in beams under limited experimental data: The role of sliding window augmentation

Abdullah Turan, Emrullah Gazioglu, Huseyin Aggumus, Mehmet Haskul, Rasim Cekik, Department of Mechanical and Metal Technology, Şırnak Vocational School, Şırnak University, Department of Computer Engineering, Faculty of Engineering, Şırnak University, Department of Mechanical Engineering, Faculty of Engineering, Şırnak University

Journal of Vibration and Control

Published online on March 10, 2026