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20162023
most citedModelling of physical systems with a Hopf bifurcation using mechanistic models and machine learning

17 citations · 20 across the 4 of their papers we have counts for

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math.DS2020

Reduced-order modelling of flutter oscillations using normal forms and scientific machine learning

K. H. Lee, D. A. W. Barton, L. Renson

This paper introduces a machine learning approach to take a nonlinear differential-equation model that exhibits qualitative agreement with a physical experiment over a range of par…