{"id":"VC0135","type":"preprint","title":"Harnessing AI to Build Virtual Cells (VCHarness)","authors_or_org":"Cheng et al.","date":"2026-04-14","year":"2026","venue":"bioRxiv","url":"https://doi.org/10.64898/2026.04.11.717183","doi":"10.64898/2026.04.11.717183","pmid":"","brain_tumor_focus":"no","tags":["AIVC","VCHarness","agent","perturbation","autoML"],"tag_slugs":["aivc","agents","perturbation"],"tag_labels":["AI virtual cell","AI agents","Perturbation"],"tag_labels_zh":["AI 虚拟细胞","AI 智能体","扰动"],"unmapped_tags":["VCHarness","autoML"],"one_line_summary_en":"VCHarness: autonomous AI coding agent that searches/refines perturbation-response model architectures for virtual cells.","one_line_summary_zh":"VCHarness：用自主AI编程智能体搜索并迭代扰动响应架构，加速虚拟细胞组件构建。","verified":"yes","verification_source":"Europe PMC","page_url":"https://gliostate.com/library/VC0135/","api_url":"https://gliostate.com/api/items/VC0135.json","sameAs":["https://doi.org/10.64898/2026.04.11.717183"],"is_preprint":true,"facets":{"type":"https://gliostate.com/library/type/preprint/","year":"https://gliostate.com/library/year/2026/","tags":["https://gliostate.com/library/tag/aivc/","https://gliostate.com/library/tag/agents/","https://gliostate.com/library/tag/perturbation/"]},"cited_by":[],"related":[{"id":"VC0129","title":"DELPHAI, AI Agent for Predicting Drug Response and Resistance","shared_tags":["perturbation","agents"],"page_url":"https://gliostate.com/library/VC0129/","api_url":"https://gliostate.com/api/items/VC0129.json"},{"id":"VC0120","title":"AgenticLS @ NeurIPS 2026 — Agentic AI for Biological Discovery","shared_tags":["agents"],"page_url":"https://gliostate.com/library/VC0120/","api_url":"https://gliostate.com/api/items/VC0120.json"},{"id":"VC0044","title":"scBaseCount: An AI agent-curated, standardized, auto-updated single-cell data repository.","shared_tags":["agents"],"page_url":"https://gliostate.com/library/VC0044/","api_url":"https://gliostate.com/api/items/VC0044.json"},{"id":"VC0036","title":"An operational perturbation proteomics-based virtual cell model.","shared_tags":["perturbation","aivc"],"page_url":"https://gliostate.com/library/VC0036/","api_url":"https://gliostate.com/api/items/VC0036.json"},{"id":"VC0138","title":"PerturbLDM: conditional latent diffusion for modelling single-cell perturbation responses","shared_tags":["aivc","perturbation"],"page_url":"https://gliostate.com/library/VC0138/","api_url":"https://gliostate.com/api/items/VC0138.json"},{"id":"VC0130","title":"UniPert-G2CP bridges genetic and chemical screens from molecular representation to phenotype modeling","shared_tags":["aivc","perturbation"],"page_url":"https://gliostate.com/library/VC0130/","api_url":"https://gliostate.com/api/items/VC0130.json"}]}