{
  "id": 5509,
  "url": "https://arxiv.org/abs/2604.20263v1",
  "title": "AROMA: Augmented Reasoning Over a Multimodal Architecture for Virtual Cell Genetic Perturbation Modeling",
  "summary": "Virtual cell modeling predicts molecular state changes under genetic perturbations in silico, which is essential for biological mechanism studies. However, existing approaches suffer from unconstrained reasoning, uninterpretable predictions, and retrieval signals that are weakly aligned with regulatory topology. To address these limitations, we propose AROMA, an Augmented Reasoning Over a Multimodal Architecture for virtual cell genetic perturbation modeling. AROMA integrates textual evidence, g",
  "authors": "Zhenyu Wang, Geyan Ye, Wei Liu, Man Tat Alexander Ng",
  "category": "research",
  "topics": "regulation,biotech",
  "orgs": null,
  "regions": null,
  "published_at": "2026-04-22T07:10:45.000Z",
  "fetched_at": "2026-07-14T16:31:48.874Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/5509",
  "original_url": "https://arxiv.org/abs/2604.20263v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}