From biological data to oscillator models using SINDy

Summary: Periodic changes in the concentration or activity of different molecules regulate vital cellular processes such as cell division and circadian rhythms. Developing mathematical models is essential to better understand the mechanisms underlying these oscillations. Recent data-driven methods l...

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Bibliographic Details
Main Authors: Bartosz Prokop, Lendert Gelens
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004224005376