Articles | Volume 10, issue 5
https://doi.org/10.5194/wes-10-857-2025
© Author(s) 2025. This work is distributed under the Creative Commons Attribution 4.0 License.
Research article
| 
06 May 2025
Research article |
| 06 May 2025
| 06 May 2025
Gaussian mixture autoencoder for uncertainty-aware damage identification in a floating offshore wind turbine
Related authors
Wind Energ. Sci. Discuss., 2025
Revised manuscript accepted for WES
Nat. Hazards Earth Syst. Sci., 24, 583–607, 2024
Wind Energ. Sci., 7, 1383–1398, 2022
Cited articles
Abadi, M., Agarwal, A., Barham, P., Brevdo, E., Chen, Z., Citro, C., Corrado, G. S., Davis, A., Dean, J., Devin, M., Ghemawat, S., Goodfellow, I., Harp, A., Irving, G., Isard, M., Jia, Y., Jozefowicz, R., Kaiser, L., Kudlur, M., Levenberg, J., Mané, D., Monga, R., Moore, S., Murray, D., Olah, C., Schuster, M., Shlens, J., Steiner, B., Sutskever, I., Talwar, K., Tucker, P., Vanhoucke, V., Vasudevan, V., Viégas, F., Vinyals, O., Warden, P., Wattenberg, M., Wicke, M., Yu, Y., and Zheng, X.: TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems, https://www.tensorflow.org/ (last access: 29 April 2025), 2015. a
Adler, J. and Öktem, O.: Solving ill-posed inverse problems using iterative deep neural networks, Inverse Probl., 33, 124007, https://doi.org/10.1088/1361-6420/aa9581, 2017. a
Agarap, A. F.: Deep learning using rectified linear units (relu), arXiv [preprint], https://doi.org/10.48550/arXiv.1803.08375, 2018. a
Aldirany, Z.: Accurate Approximations of the Wave Equation: From Spectral Element Methods to Deep Learning Approaches, PhD thesis, University of Montreal, Montreal, Canada, https://publications.polymtl.ca/58312/ (last access: 8 April 2025), 2024. a
Alyaev, S. and Elsheikh, A. H.: Direct multi-modal inversion of geophysical logs using deep learning, Earth and Space Science, 9, e2021EA002186, https://doi.org/10.1029/2021EA002186, 2022. a
