GNoME Google's Deep Mind AI

G.N.o.M.e

Google DeepMind has unveiled a groundbreaking new AI tool called GNoME (Graph Networks for Materials Exploration) that has discovered 2.2 million new stable crystals, greatly expanding the number of known viable materials that could enable development of new technologies.The discovery process employed by GNoME is a testament to the power of AI in scientific exploration. The tool uses two pipelines for discovering low-energy (stable) materials: a structural pipeline that creates candidates with structures similar to known crystals and a compositional pipeline that follows a more randomized approach based on chemical formulas. The predictions from these pipelines are then evaluated using established Density Functional Theory calculations, feeding into an iterative cycle of active learning.

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