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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jian Wang

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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
Open access Aug 2026

Automating SWMM-based stormwater modelling and analysis through a tool-augmented single-agent system.

Urban stormwater modelling plays a critical role in assessing interventions for flood risk and water quality management in response to ageing infrastructure and future uncertainties. However, modelling workflows in practice remain highly manual, and key steps in model configuration, execution, and interpretation often...

Jian Wang, Chenyue Sun, Dragan A. Savić et al. · 0 citations

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