Living tissues are shaped by self-propelled topological defects, biophysicists find

With a new mathematical model, a team of biophysicists has revealed fresh insights into how biological tissues are shaped by the active motion of structural imperfections known as "topological defects ...
GitHub

Official implementation of the paper titled "NoiseNCA: Noisy Seed Improves Spatio-Temporal Continuity of Neural Cellular Automata"

For a quick and hands-on experimentation we suggest trying our Google Colab notebook (click on Open in Colab button at the top of the readme). Otherwise, you can follow the instructions below to set ...
IEEE

End-to-end Image Classification in Linear Hybrid Cellular Automata

Abstract: Cellular automata have ideal properties for scalable and efficient computing, but a lack of a training method limits their real-world applications. First, we propose to partition the ...
IEEE

Physics-Informed Graph Neural Cellular Automata: an Application to Compartmental Modelling

Abstract: The recent outbreak of COVID-19 has spurred global collaborative research efforts to model and forecast the disease to improve preparation and control. Epidemiological models integrate ...