About this document
A-Lab: Autonomous Synthesis of Materials by Haibin Su is a document available to read on EtoBox.
The document describes an autonomous laboratory (A-Lab) that uses computations, historical data, machine learning and robotics to synthesize novel inorganic materials. Over 17 days, the A-Lab successfully synthesized 41 out of 58 target materials by generating synthesis recipes using natural language models trained on literature and optimizing recipes with active learning. When syntheses failed, the A-Lab provided suggestions to improve techniques. The high success rate demonstrates the effectiveness of int
- Author
- Haibin Su
- Language
- EN