JFAB’s software and web-based AI/ML tools guide biomanufacturing research and enable AI-powered knowledge extraction and analysis.
ART Suite
The Automated Recommendation Tool (ART) suite leverages machine learning and probabilistic modeling techniques to guide synthetic biology in a systematic fashion, without the need for a full mechanistic understanding of the biological system.
PISCES
PISCES (Process Integration & Synthesis using Chemical Engineering Standards) harmonizes process data from diverse sources into a unified, machine-readable format to enable AI-powered knowledge extraction, analysis, process flowsheet creation, automated design, and process-informed scientific hypothesis generation.
BioPKS Pipeline
The BioPKS Pipeline uses AI to predict and design novel biosynthetic pathways for the production of complex, high-value chemicals that are otherwise inaccessible.