2017 / Conference paper

Propagation of Kinetic Uncertainty through Surrogate Subspace in Combustion Simulations

Weiqi Ji, Jiaxing Wang, Bin Yang, Zhuyin Ren, Chung K. Law

10th U.S. National Combustion Meeting · 2017

Research summary

Explores a low-rank surrogate subspace for propagating kinetic uncertainty, using neural response surfaces and genetic optimization.

surrogate subspacesuncertainty propagationdimension reduction

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Cite this work

@inproceedings{surrogatesubspace2017,
  title = {{Propagation of Kinetic Uncertainty through Surrogate Subspace in Combustion Simulations}},
  author = {Weiqi Ji and Jiaxing Wang and Bin Yang and Zhuyin Ren and Chung K. Law},
  year = {2017},
  booktitle = {10th U.S. National Combustion Meeting},
  url = {https://jiweiqi.github.io/papers/surrogate-subspace/}
}

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