Towards a self-driving lab for metabolic network discovery in biological systems

Lun Ai, Shishun Liang, Stephen Muggleton, Geoff Baldwin

Keywords: Self-driving lab, AI, Machine Learning, Synthetic Biology

TL;DR: We demonstrate the concepts required for a self-driving lab to optimise genome-scale metabolic networks in biological systems by integrating abductive reasoning, active learning and high-throughput gene repression experiments.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 238