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Closed-Loop Discovery of Solid Electrolytes with Robotic Labs and Language Models

arXiv:2504.08877

Self-Driving Lab Consortium

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An autonomous lab that reads the literature, plans experiments, and runs robots found three solid-electrolyte candidates in under two weeks.

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An autonomous laboratory combines literature-trained language models, Bayesian optimization, and robotic synthesis to discover three previously unreported solid electrolyte candidates with competitive ionic conductivity in under two weeks of wall-clock time.