AIBullisharXiv – CS AI · Mar 36/108
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HarmonyCell: Automating Single-Cell Perturbation Modeling under Semantic and Distribution Shifts
HarmonyCell is a new AI framework that automates single-cell perturbation modeling by addressing data inconsistencies across different biological datasets. The system uses LLM-driven semantic unification and adaptive Monte Carlo Tree Search to achieve 95% execution rates on heterogeneous datasets while matching expert-designed baselines.