Jingsha Xu

Toward trustworthy virtual cells: a roadmap for perturbation-resolved, context-aware, and experimentally validated cell models

Single-cell perturbation technologies, multimodal omics, spatial profiling, and generative modeling are transforming the virtual cell from a theoretical concept into a practical objective for cell biology. Yet current efforts often emphasize model scale, data volume, or predictive breadth, while the trustworthiness req...