Data-driven model for cross ventilation potential in high-density cities based on coupled CFD simulation and machine learning - Ding, Chao; Lam, Khee Poh (Building and environment, 2019)
Keywords: Aerodynamics; Building codes; Building design; Built environment; Computational fluid dynamics; Computer applications; Computer simulation; Coupled CFD simulation; Data-driven model; Density; Design; Early design support; ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; Fluid dynamics; Fluid flow; Ground level; High-density city; Hydrodynamics; Indoor environments; Learning algorithms; Machine learning; Model accuracy; Regression models; Simulation; Urban environments; Urban planning; Urban ventilation; Ventilation; Wind speed; Wind tunnel testing; Wind tunnels; Coupled CFD simulation; Early design support; Data-driven model; High-density city; Machine learning; Urban ventilation