Presentation
Late Breaking Results: "describing" Your Way to a Functional Microfluidic Chip
DescriptionMicrofluidic devices enable miniaturized, automated laboratory operations, but their design typically requires specialized expertise and labor-intensive CAD workflows. We present a language-driven framework that synthesizes manufacturable microfluidic designs directly from natural-language prompts. The framework introduces an LLM-based high-level synthesis paradigm, using domain-specific fine-tuned models to translate user intent into a structured JSON design specification for subsequent layout synthesis. An automated validation and correction pipeline detects and fixes geometric and physical inconsistencies to ensure design viability.
Event Type
Late Breaking Results
TimeMonday, July 276:08pm - 6:11pm PDT
LocationExhibit Hall