170 citations · 909 across the 66 of their papers we have counts for
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math.NA2017★ 16 cited
Learning Dynamical Systems and Bifurcation via Group Sparsity
Hayden Schaeffer, Giang Tran, Rachel Ward
Learning governing equations from a family of data sets which share the same physical laws but differ in bifurcation parameters is challenging. This is due, in part, to the wide ra…
math.OC2017
Extracting Sparse High-Dimensional Dynamics from Limited Data
Hayden Schaeffer, Giang Tran, Rachel Ward
Extracting governing equations from dynamic data is an essential task in model selection and parameter estimation. The form of the governing equation is rarely known a priori; howe…