138 citations · 317 across the 7 of their papers we have counts for
Showing 2017Show all
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q-bio.QM2017★ 18 cited
An approach to periodic, time-varying parameter estimation using nonlinear filtering
Andrea Arnold, Alun L. Lloyd
Many systems arising in biological applications are subject to periodic forcing. In these systems the forcing parameter is not only time-varying but also known to have a periodic s…
math.DS2017★ 76 cited
Hybrid modeling and prediction of dynamical systems
Franz Hamilton, Alun Lloyd, Kevin Flores
Scientific analysis often relies on the ability to make accurate predictions of a system's dynamics. Mechanistic models, parameterized by a number of unknown parameters, are often…