28/12/2024: Please note that this repository is currently under development and will undergo significant updates following the publication of our paper.
18/08/2025: Our paper is accepted by "Data-Centric Engineering". Therefore, the latest version of code and data is pushed to this repository.
This repository presents data and code of our paper below:
Jian, X., Xia, Y., Duthé, G., Bacsa, K., Liu, W., & Chatzi, E. (2024). Using Graph Neural Networks and Frequency Domain Data for Automated Operational Modal Analysis of Populations of Structures.
Download the training and testing datasets from https://www.dropbox.com/scl/fo/iea2owvajg5wzfx2g06aq/AP0z0AgBrp4_8IjTLnQchy8?rlkey=3r0hqj40e70j67yj5o9zpmknc&st=wsmc7jc2&dl=0
Please contact xudong.jian@sec.ethz.ch should you have any questions.