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Real-time parameter inference in reduced-order flame models with heteroscedastic Bayesian neural network ensembles

U Sengupta, ML Croci, MP Juniper - arXiv preprint arXiv:2011.02838, 2020 - arxiv.org
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The estimation of model parameters with uncertainties from observed data is a ubiquitous inverse problem in science and engineering. In this paper, we suggest an inexpensive and …

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BibTeX

@misc{sengupta2020realtimeparameterinferencereducedorder,
      title={Real-time parameter inference in reduced-order flame models with heteroscedastic Bayesian neural network ensembles}, 
      author={Ushnish Sengupta and Maximilian L. Croci and Matthew P. Juniper},
      year={2020},
      eprint={2011.02838},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https//arxiv.org/abs/2011.02838}, 
}

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