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pdes

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  1. PDEFlow: Autonomous Agentic PDE Pipelines for Neural Operator Learning and Solver-Free Inference

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    The paper presents PDEFlow, a framework that converts user-level descriptions of ODEs and PDEs into neural operator pipelines for autonomous agentic simulations. It includes stages for problem specification, data…