Generative Adversarial Networks for Labelled Vibration Data Generation

Exploring foci of: arXiv (Cornell University) Generative Adversarial Networks for Labelled Vibration Data Generation December 2021 • Furkan Luleci, F. Necati Çatbaş, Onur Avcı As Structural Health Monitoring (SHM) being implemented more over the years, the use of operational modal analysis of civil structures has become more significant for the assessment and evaluation of engineering structures. Machine Learning (ML) and Deep Learning (DL) algorithms have been in use for structural damage diagnostics of civil structures in the last couple of decades. While collecting vibration data from civil structures is a challenging and expensive task for both undamaged and damaged cases, in this p… Open Article Page

Generative Grammar Rayon Computer Science Convolutional Neural Network Deep Learning Vibration Artificial Intelligence Generative Adversarial Network Machine Learning Open Article

Modal Analysis Structural Engineering Engineering Systems Engineering Acoustics Mathematics Chemistry Physics Mathematical Analysis Open Article