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pdeflow

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

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    The paper introduces PDEFlow, a framework that converts user-provided ODE and PDE descriptions into neural operator pipelines. It includes a stateful input graph to validate problem specifications, a data-generation…