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Chemistry & Materials

Discovery is running ahead of synthesis.

Models predict candidate stable materials by the hundreds of thousands. The bottleneck has moved to synthesizing and testing those candidates, which is where automated laboratories come in.

Milestones

  1. Nov 29, 2023

    GNoME predicts 2.2 million new crystal structures

    A graph neural network from Google DeepMind proposed 2.2 million new inorganic crystals, around 380,000 of them predicted to be stable.

    Google DeepMind