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Qian Cheng

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#graph neural networks Open access Dec 2026

Graph neural network surrogates for simulation of urban drainage systems containing orifice actuators

Study region The urban drainage system (UDS) in central Yueyang city, China. Study focus Surrogate models for UDSs can reduce computational costs. Graph neural networks (GNNs), which capture the topological structure and intrinsic relationships within UDSs, are natural candidates for constructing surrogate models. Howe...

Chu-Tian Zhou, Pan Liu, Yang Liu et al. · 0 citations

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