[HTML][HTML] Methods for evaluating fracture patterns of polycrystalline materials based on the parameter analysis of ductile separation dimples: A review

P Maruschak, I Konovalenko, A Sorochak - Engineering Failure Analysis, 2023 - Elsevier
Literature sources have been reviewed, various techniques, methods and software for
investigating fracture of polycrystalline materials have been subjected to the systematic …

Deep learning-based semantic segmentation for morphological fractography

K Tang, P Zhang, Y Zhao, Z Zhong - Engineering Fracture Mechanics, 2024 - Elsevier
Fractographic analysis poses a significant challenge for field researchers without
specialized training in fractography. To address this issue, this study introduces a …

A new machine learning-based evaluation of ductile fracture

C Avilés-Cruz, M Aguilar-Sanchez… - Engineering Fracture …, 2024 - Elsevier
Ductile fracture occurs with large plastic deformation prior to fracture and is primarily
characterized by voids of varying sizes. In this work, a new approach based on machine …