@inproceedings{Lu2016DatabasedSM, title={Data-based stochastic model reduction for the Kuramoto – Sivashinsky equation}, author={Fei Lu and Kevin K. Lin and Alexandre J. Chorin}, year={2016} }

- Published 2016

The problem of constructing data-based, predictive, reduced models for the KuramotoSivashinsky equation is considered, under circumstances where one has observation data only for a small subset of the dynamical variables. Accurate prediction is achieved by developing a discrete-time stochastic reduced system, based on a NARMAX (Nonlinear Autoregressive… CONTINUE READING

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