2 papers
q-bio.CB2023
A biased random walk approach for modeling the collective chemotaxis of neural crest cells
Viktoria Freingruber, Kevin J. Painter, Mariya Ptashnyk +1
Collective cell migration is a multicellular phenomenon that arises in various biological contexts, including cancer and embryo development. "Collectiveness" can be promoted by cel…
nlin.PS2023
Learning spatio-temporal patterns with Neural Cellular Automata
Alex D. Richardson, Tibor Antal, Richard A. Blythe +1
Neural Cellular Automata (NCA) are a powerful combination of machine learning and mechanistic modelling. We train NCA to learn complex dynamics from time series of images and PDE t…