MicrowellMicrofluidicsMiner (M3): Leverage Large Language Model Agents for Knowledge Mining of Microwell Microfluidics
Dinh-Nguyen Nguyen, Sadia Shakil, Raymond Kai-Yu Tong, Ngoc‐Duy Dinh
This paper introduces M3, an LLM-based framework for knowledge mining in microwell microfluidics, achieving 78% accuracy in parameter extraction, significantly better than standalone LLM models.
bioRxiv · Feb 17, 2026 · PreprintBioengineering