Search Results for author: R. Bailey Bond

Found 2 papers, 0 papers with code

Physics-Informed Machine Learning for Seismic Response Prediction OF Nonlinear Steel Moment Resisting Frame Structures

no code implementations28 Feb 2024 R. Bailey Bond, Pu Ren, Jerome F. Hajjar, Hao Sun

There is a growing interest in utilizing machine learning (ML) methods for structural metamodeling due to the substantial computational cost of traditional numerical simulations.

Physics-informed machine learning

An Unsupervised Machine Learning Approach for Ground-Motion Spectra Clustering and Selection

no code implementations6 Dec 2022 R. Bailey Bond, Pu Ren, Jerome F. Hajjar, Hao Sun

Clustering analysis of sequence data continues to address many applications in engineering design, aided with the rapid growth of machine learning in applied science.

Clustering

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