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Shu-Ming Liu

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Open access Sep 2026

Towards autonomous urban drainage modelling: evaluating AI agent architectures for automated SWMM calibration

Two complementary strengths indicate where each organisation is appropriate, and a complete calibration workflow could combine them, each applied to the stage it suits, offering a practical route towards agent-supported urban drainage modelling.

Jian Wang, Shu-Ming Liu, Guang-Tao Fu et al. · 0 citations

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