Convolutional neural networks-based surrogate model for fast computational fluid dynamics simulations of indoor airflow distribution
Wenkai Zhang, Chaobo Zhang, Yang Zhao, Zihan Wang, Zihan Wang, Chaohui Zhou, Yue Hu, Yue Hu
Topics & Concepts
AirflowComputational fluid dynamicsConvolutional neural networkSurrogate modelComputer scienceArtificial neural networkFluid dynamicsEnvironmental scienceArtificial intelligenceAerospace engineeringMechanicsEngineeringPhysicsMachine learningMechanical engineeringWind and Air Flow StudiesLattice Boltzmann Simulation StudiesFluid Dynamics and Turbulent Flows