Integrating data and physics: A review of data-driven methods for computational multiphase flow
Qingtai Cao, Xuanwei Zhang, Shiyi Lu, Jialong Wang, Songyuan Guo, Gavin Tabor, Jingyi Wu, Xu Chu, Guang Yang
Topics & Concepts
Computer scienceMultiphase flowInterface (matter)Artificial intelligenceImplementationReinforcement learningUncertainty quantificationNormalization (sociology)GridMachine learningGenerative grammarRegularization (linguistics)Control engineeringOptimization problemBayesian optimizationProblem solving environmentInverse problemComputational modelChaoticComputational complexity theoryDynamic simulationComputational mechanicsComputational intelligenceInnovative Microfluidic and Catalytic Techniques InnovationFluid Dynamics and MixingLattice Boltzmann Simulation Studies