A curvature flow approach to dorsal closure modelling
Shuhui He, Ben Whale, Glen Wheeler, Valentina-Mira Wheeler

TL;DR
This paper introduces a curvature flow model for dorsal closure in embryonic drosophila, providing mathematical analysis, numerical methods, and simulations that align with observed biological data.
Contribution
It develops a novel curvature-based model, proves its mathematical properties, and offers a stable numerical scheme with biological data simulations.
Findings
Global existence and convergence of the model
Stable numerical approximation scheme
Simulations matching experimental data
Abstract
In this paper we propose and study a curvature-based mathematical model for dorsal closure in embryonic drosophila. Using an analysis that mixes maximum-principle and integral-estimates, we establish global existence and convergence for data that mimics the initial geometry of a dorsal closure event. Further, we present a numerical approximation scheme for the flow, establishing stability, consistence, and convergence. We also give sample simulations of the flow with initial configurations that include experimentally observed data.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Numerical Analysis Techniques
