The one-dimensional Keller-Segel model with fractional diffusion of cells
Nikolaos Bournaveas, Vincent Calvez (DMA)

TL;DR
This paper studies a one-dimensional Keller-Segel model with fractional diffusion, revealing conditions under which cell aggregation leads to blow-up or global existence depending on the fractional exponent and initial data.
Contribution
It extends the classical Keller-Segel model by incorporating fractional diffusion and characterizes blow-up and global existence criteria in one dimension.
Findings
Finite-time blow-up occurs for <1 with concentrated initial data.
Global existence is proven for with small initial density.
The behavior depends critically on the fractional diffusion exponent and initial conditions.
Abstract
We investigate the one-dimensional Keller-Segel model where the diffusion is replaced by a non-local operator, namely the fractional diffusion with exponent . We prove some features related to the classical two-dimensional Keller-Segel system: blow-up may or may not occur depending on the initial data. More precisely a singularity appears in finite time when and the initial configuration of cells is sufficiently concentrated. On the opposite, global existence holds true for if the initial density is small enough in the sense of the norm.
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
TopicsMathematical Biology Tumor Growth · advanced mathematical theories · AI in cancer detection
