Do all roads lead to Rome? A comparison of knowledge-based, data-driven, and physics-based surrogate models for performance-based early design

Author:

Zaker Esteghamati Mohsen,Flint Madeleine M.

Funder

Division of Civil, Mechanical and Manufacturing Innovation

National Science Foundation

Publisher

Elsevier BV

Subject

Civil and Structural Engineering

Reference79 articles.

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3. Sustainable early design exploration of mid-rise office buildings with different subsystems using comparative life cycle assessment;Zaker Esteghamati;J Build Eng,2022

4. Machine learning for energy performance prediction at the design stage of buildings;Olu-Ajayi;Energy Sustain Dev,2022

5. A modular framework for performance-based durability engineering: From exposure to impacts;Flint;Struct Saf,2014

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