Do all roads lead to Rome? A comparison of knowledge-based, data-driven, and physics-based surrogate models for performance-based early design
Mohsen Zaker Esteghamati, Madeleine M. Flint
Topics & Concepts
Surrogate modelSurrogate dataComputer scienceDesign space explorationDivergence (linguistics)Data miningReliability engineeringMachine learningEngineeringNonlinear systemPhysicsPhilosophyEmbedded systemQuantum mechanicsLinguisticsInfrastructure Maintenance and MonitoringBIM and Construction IntegrationSeismic Performance and Analysis