Large AI models can speed catalyst discovery by predicting performance before synthesis

Artificial intelligence (AI) is transforming the way scientists discover and design new materials. In a specially invited review published in Angewandte Chemie International Edition, Tohoku University ...
EurekAlert!

Machine learning-aided scoring of synthesis difficulties for designer chromosomes

Artificially synthesizing genomes has broad prospects in fields such as medical research and industrial strains. From the synthesis of the artificial life JCVI-syn1.0 by Craig Venter's team in 2010, ...
NextBigFuture

Millions of Materials from DeepMind Deep Learning and an Robotic Lab Accelerates Synthesis of Novel Materials

DeepMind has shared the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. They introduce Graph Networks for Materials Exploration (GNoME), a new deep learning ...
C&EN

Free tool uses machine learning to pick better molecules for testing new reactions

A new chemical reaction method is only as valuable as the chemistry it makes possible. So a paper that describes a new reaction will almost always include a table of compounds that researchers tested ...