Accelerating Large Eddy Simulations of Urban Airflow with Generative Adversarial Networks
Giovanni Calzolari, Wei Liu
Topics & Concepts
Deep learningComputer scienceArtificial intelligenceComputational fluid dynamicsGenerative grammarLarge eddy simulationMachine learningConvolutional neural networkGraphConsistency (knowledge bases)Artificial neural networkExploitTransient (computer programming)AirflowPolygon meshA priori and a posterioriAdversarial systemFlow (mathematics)Pipeline (software)Process (computing)Fluid dynamicsSimulationGenerative modelFrame (networking)CategorizationWind and Air Flow StudiesAerodynamics and Acoustics in Jet FlowsFluid Dynamics and Turbulent Flows