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Showing 1 to 1 of 1 for “"Machine Learning (ML) Surrogate Models"”.

  1. Machine Learning Based Analysis Of Civil Infrastructure In The Presence Of Sparse Data

    … demand parameters (EDPs) via finite element (FE) models, which incorporate uncertainties in earthquake events and material properties, limits the application of the Performance-Based Earthquake Engineering (PBEE) framework. Previous efforts to replace FE models with surrogate models have typically …

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