Towards building a World Model to simulate perturbation-induced cellular dynamics by AlphaCell

AlphaCell is introduced, a generative Virtual Cell World Model that unifies genome-wise representation with continuous state transition modeling and enables zero-shot prediction of cellular dynamics in entirely unseen cellular contexts, providing a foundational engine for cellular-context-generalizable perturbation prediction and perturbation-induced cellular dynamics simulation.