paper✓ VerifiedVC0118
ICML 2026 · ICML 2026 · 2026-07
Proposes virtual cell world model (VCWM) as operational definition.
Source
model✓ VerifiedVC0113
GenBio AI · GenBio web · 2026-08-18
Stateful multimodal virtual cell simulator (K562, HepG2).
Source
preprint✓ VerifiedVC0137
Chuai et al. · bioRxiv · 2026-03-05
AlphaCell: genome-wide virtual-cell world model with OT conditional flow matching for cross-context perturbation dynamics.
DOI
preprint✓ VerifiedVC0022
Ho N, Ellington CN, Hou J, Addagudi S, Mo S, Tao T, Li D, Zhuang Y, Wang H, Cheng X, Song L, Xing EP. · bioRxiv · 2024-12-03
AIDO.Cell (GenBio AI): dense transcriptome-scale context single-cell models.
DOI
preprint✓ VerifiedVC0115
Recursion / Valence Labs · arXiv · 2025-05-20
Recursion/Valence perspective: virtual cells should predict, explain, discover via lab-in-the-loop.
Source
paperPartly relevant✓ VerifiedVC0003
Yang T, Wang YY, Ma F, Xu BH, Qian HL. · Military Medical Research · 2025-01-27
Commentary on building virtual cells for cancer research (Chinese authors).
DOIPubMed