By examining recent developments in physics-informed neural networks (PINNs), neural operators, and intelligent optimization, the study identifies critical bottlenecks and outlines future directions ...
Typical workflow of computational cell lineage tracing. The workflow includes cell labeling, data acquisition, trajectory inference, and lineage reconstruction and visualization. Over the past two ...