most citedNon-intrusive Nonlinear Model Reduction via Machine Learning Approximations to Low-dimensional Operators

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

cs.LG2021★ 1 cited

Non-intrusive Nonlinear Model Reduction via Machine Learning Approximations to Low-dimensional Operators

Zhe Bai, Liqian Peng

Although projection-based reduced-order models (ROMs) for parameterized nonlinear dynamical systems have demonstrated exciting results across a range of applications, their broad a…

math.NA2019

Randomized methods to characterize large-scale vortical flow network

Zhe Bai, N. Benjamin Erichson, Muralikrishnan Gopalakrishnan Meena +2

We demonstrate the effective use of randomized methods for linear algebra to perform network-based analysis of complex vortical flows. Network theoretic approaches can reveal the c…