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Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks

Tutorial

You can practice through simple tutorials provided in the folder "Introduction_to_PBNNs". Please access via Binder and enjoy! Binder

Citation

If you use this Bayesian neural network implementation in your own work, please cite our paper:

@article{hlaing2023farm,
  title={Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks},
  author={Hlaing, Nandar and Morato, Pablo G and Santos, F d N and Weijtjens, Wout and Devriendt, Christof and Rigo, Philippe},
  journal={arXiv preprint arXiv:2211.00642},
  year={2023}
}