10 citations · 44 across the 11 of their papers we have counts for
3 papers · 1 filter
Asymptotic consistency of the WSINDy algorithm in the limit of continuum data
Daniel A. Messenger, David M. Bortz
In this work we study the asymptotic consistency of the weak-form sparse identification of nonlinear dynamics algorithm (WSINDy) in the identification of differential equations fro…
Asymptotic Analysis of a General Multi-Structured Population Model
Sabina L. Altus, Jeffrey C. Cameron, David M. Bortz
Structured populations are ubiquitous across the biological sciences. Mathematical models of these populations allow us to understand how individual physiological traits drive the…
Online Weak-form Sparse Identification of Partial Differential Equations
Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz
This paper presents an online algorithm for identification of partial differential equations (PDEs) based on the weak-form sparse identification of nonlinear dynamics algorithm (WS…