Millions of new materials discovered with deep learning : vi

We share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials.

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Berkeley , California , United States , Ekin Dogus Cubuk , Google Deepmind , Graph Networks For Materials Exploration Gno , Berkeley Lab , Google Research , Lawrence Berkeley National Laboratory , Ekin Dogus , Graph Networks , Materials Exploration , Materials Project , Density Functional Theory ,