2 papers
cond-mat.soft2025
Learning noisy tissue dynamics across time scales
Ming Han, John Devany, Michel Fruchart +2
Tissue dynamics play a crucial role in biological processes ranging from inflammation to morphogenesis. However, these noisy multicellular dynamics are notoriously hard to predict.…
cond-mat.soft2025
Learning via mechanosensitivity and activity in cytoskeletal networks
Deb S. Banerjee, Martin J. Falk, Margaret L Gardel +3
In this work we show how a network inspired by a coarse-grained description of actomyosin cytoskeleton can learn - in a contrastive learning framework - from environmental perturba…