18 citations · 28 across the 16 of their papers we have counts for
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math.NA2022★ 3 cited
Convergence of weak-SINDy Surrogate Models
Benjamin Russo, M. Paul Laiu
In this paper, we give an in-depth error analysis for surrogate models generated by a variant of the Sparse Identification of Nonlinear Dynamics (SINDy) method. We start with an ov…
math.NA2022★ 1 cited
Anderson acceleration with approximate calculations: applications to scientific computing
Massimiliano Lupo Pasini, M. Paul Laiu
We provide rigorous theoretical bounds for Anderson acceleration (AA) that allow for approximate calculations when applied to solve linear problems. We show that, when the approxim…