76 citations · 122 across the 4 of their papers we have counts for
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math.DS2017★ 1 cited
Nonlinear Kalman Filtering for Censored Observations
Joseph Arthur, Adam Attarian, Franz Hamilton +1
The use of Kalman filtering, as well as its nonlinear extensions, for the estimation of system variables and parameters has played a pivotal role in many fields of scientific inqui…
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…