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emission rate estimation 1genetic algorithm ensembles 1mask uncertainty quantification 1methane plume detection 1remote sensing 1

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cs.MA2026

A Locally Deployable Tool-Grounded LLM Multi-agent Framework for Automating Methane Emission Analysis and Reporting

Yang Yan, Zifan Zhou, Xuan Wang +5

Methane field monitoring requires the integration of sampling design, meteorological interpretation, sensor processing, plume analysis, visualization, and reporting, but these step…