DeepPipe: A multi-stage knowledge-enhanced physics-informed neural network for hydraulic transient simulation of multi-product pipeline. - Jian Du; Haochong Li; Kaikai Lu; Jun Shen 001; Qi Liao 001; Jianqin Zheng; Rui Qiu; Yongtu Liang (J. Ind. Inf. Integr., 2024)