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Superconductors conduct electricity with zero resistance—but only at extreme conditions. Finding new ones requires simulating how atoms vibrate under gigapascals of pressure. Traditional methods? Too slow. Now, machine learning cracked it. Researchers trained graph neural networks on density functional theory calculations, predicting phonon ...
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