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  1. Physics-Audited Agentic Discovery in Scientific Machine Learning

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    The paper introduces Physics-Audited Agentic Scientific Machine Learning (PA-SciML), a new workflow that verifies the accuracy of surrogate models discovered by large language model agents in scientific machine…