SVD enabled data augmentation for machine learning based surrogate modeling of non-linear structures

Author:

Parida Siddharth S.ORCID,Bose Supratik,Butcher Megan,Apostolakis GeorgiosORCID,Shekhar Prashant

Publisher

Elsevier BV

Subject

Civil and Structural Engineering

Reference58 articles.

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4. Developing data-driven surrogate models for holistic performance-based assessment of mid-rise RC frame buildings at early design;Zaker Esteghamati;Eng Struct,2021

5. Seismic drift demand estimation for steel moment frame buildings: From mechanics-based to data-driven models;Guan;J Struct Eng,2021

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