Towards stochastic modeling for two-phase flow interfacial area predictions: A physics-informed reinforcement learning approach
Zhuoran Dang, Mamoru Ishii
Topics & Concepts
Reinforcement learningFlow (mathematics)Markov decision processComputer scienceFunction (biology)Markov chainProcess (computing)Markov processPhase (matter)Mathematical optimizationIndustrial engineeringSimulationArtificial intelligenceMachine learningMechanicsMathematicsEngineeringPhysicsStatisticsEvolutionary biologyQuantum mechanicsOperating systemBiologyLattice Boltzmann Simulation StudiesFluid Dynamics and Turbulent FlowsModel Reduction and Neural Networks