... to fatigue behavior prediction, encompassing material properties, fatigue life, and crack growth. It employs a comprehensive survey of recent advancements, focusing on data preprocessing, regression methods, deep learning architectures, and hybrid approaches that integrate physics-based models with ML...

... loading by estimating the crack initiation and crack growth life of these joints. This data will be useful to estimate the remaining life of these joints at any given stage of operations, which is mandatory in structural health monitoring (SHM). Design/methodology/approach Straight and tapered lug...

... required for crack initiation is estimated. A small crack is located at these points, and the number of cycles required to reach the critical length when unstable crack growth occurs is also computed. The novelty in the analysis of life estimations is that it takes into account possible changes in contact...

...Professor George Sih and Professor Konstantinos Tserpes; Jirí Behal; Petr Homola; Roman Ružek Purpose – The prediction of fatigue crack growth behaviour is an important part of damage tolerance analyses. Recently, the author’s work has focused on evaluating the FASTRAN retardation model...