Synthesis reaction of Calcium superhydride under high pressure reproduced by the machine learning model. Here, the surface of calcium hydride (CaH 2) melts to absorb hydrogen molecules, then ordered ...

In March, a paper in the Journal of the American Chemical Society sparked a heated Twitter debate on the value of machine learning for predicting optimal reaction pathways in synthetic chemistry. The ...

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 ...

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 ...

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, ...

Inspired by what human liver enzymes can do, chemists have developed a new set of copper-catalyzed organic synthesis reactions for building and modifying pharmaceuticals and other molecules. The new ...