Work

A practical identifiability criterion leveraging weak-form parameter estimation.

Year: 2025

Type: preprint

Abstract: [1], and then applying Weak form Estimation of Nonlinear Dynamics (WENDy) to obtain parameter estimates. This method is computationally efficient and robust to noise, as demonstrated through two classical biological modelling examples.

Source: PubMed

Authors: Nora Heitzman-Breen, Vanja Dukic, David M Bortz

Institution: University of Colorado Boulder

Language: English

Topic: Control Systems and Identification

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

Funder: National Institute of General Medical Sciences

Award: Data-driven and science-informed methods for the discovery of biomedical mechanisms and processes

OpenAlex ID: W4414422203

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