Machine learning multiscale collective cell dynamics: From single-cell characterization to multicellular monolayer modeling

Proceedings of the National Academy of Sciences, volume 123, number 17, April 2026.
SignificanceAI is revolutionizing how we understand complex non-equilibrium processes, including biological processes such as collective cellular dynamics. Traditional physics-based models often prove inadequate because they rely on many elements that are experimentally inaccessible…