GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis

In three linesGenoMAS is an LLM-based multi-agent framework for gene expression analysis. Six specialized agents orchestrated via typed message-passing protocols combine structured workflows with autonomous adaptability. On GenoTEX benchmark: 89.13% correlation for preprocessing, F1 of 60.48% for gene identification (+10.61% and +16.85% vs prior art).

Summary generated by Claude — human-verified