Zhao Liu

Small-Scale Leakage Detection in Water Distribution Networks Based on Parallel CNN–LSTM and Cross-Modal Attention Mechanism

Abstract Leakage in water distribution networks (WDNs) leads to substantial water loss and economic cost, and small-scale leakage persists because traditional detection methods identify it poorly. To address this challenge, a parallel convolutional neural network–long short-term...