Prediction of velocity and pressure of gas-liquid flow using spectrum-based physics-informed neural networks
Nanxi Ding, Hengzhen Feng, H. Lou, Shenghua Fu, Chenglong Li, Zihao Zhang, Wen-Long Ma, Zhengqian Zhang
Topics & Concepts
Artificial neural networkSpectrum (functional analysis)Flow (mathematics)Statistical physicsPhysicsMechanicsComputer scienceArtificial intelligenceQuantum mechanicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows