Deeppipe: A two-stage physics-informed neural network for predicting mixed oil concentration distribution
Jian Du, Jianqin Zheng, Yongtu Liang, Ning Xu, Jiří Jaromír Klemeš, Bohong Wang, Qi Liao, Petar Sabev Varbanov, Khurram Shahzad, Arshid Mahmood Ali
Topics & Concepts
Artificial neural networkMean squared errorRobustness (evolution)Pipeline transportComputer scienceReduction (mathematics)Artificial intelligenceEngineeringMathematicsStatisticsChemistryMechanical engineeringGeometryGeneBiochemistryPower Transformer Diagnostics and InsulationFault Detection and Control SystemsModel Reduction and Neural Networks