3 papers
q-bio.NC2025
Large Language Model Agents Enable Autonomous Design and Image Analysis of Microwell Microfluidics
Dinh-Nguyen Nguyen, Sadia Shakil, Raymond Kai-Yu Tong +1
Microwell microfluidics has been utilized for single-cell analysis to reveal heterogeneity in gene expression, signaling pathways, and phenotypic responses for identifying rare cel…
cs.CY2024
DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model Agents
Dinh-Nguyen Nguyen, Raymond Kai-Yu Tong, Ngoc-Duy Dinh
Applying Large language models (LLMs) within specific domains requires substantial adaptation to account for the unique terminologies, nuances, and context-specific challenges inhe…
cs.AI2024
Autonomous Droplet Microfluidic Design Framework with Large Language Models
Dinh-Nguyen Nguyen, Raymond Kai-Yu Tong, Ngoc-Duy Dinh
Droplet-based microfluidic devices have substantial promise as cost-effective alternatives to current assessment tools in biological research. Moreover, machine learning models tha…