Article

Inference of self-limiting neutrophil swarming dynamics using Bayesian physics-informed neural networks

2026-08-26

Abstract excerpt

Neutrophil swarming is a critical immune response in mammals and fish, in which neutrophils are recruited to inflammatory sites where they coordinate into a swarm that neutralizes pathogens. While excessive swarming can drive prolonged inflammation, a quantitative understanding of swarming dynamics remains limited. We developed a one-dimensional radial reaction–diffusion model of neutrophil swarming with two kinet...

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Literature Corpus work: 566b094b-410f-57de-b474-a71ad380b76f
DOI: 10.64898/2026.08.21.746187

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