18 citations · 20 across the 2 of their papers we have counts for
2 papers
physics.app-ph2024★ 2 cited
Physics-Informed Machine Learning for Seismic Response Prediction OF Nonlinear Steel Moment Resisting Frame Structures
R. Bailey Bond, Pu Ren, Jerome F. Hajjar +1
There is growing interest in using machine learning (ML) methods for structural metamodeling due to the substantial computational cost of traditional simulations. Purely data-drive…
physics.geo-ph2022★ 18 cited
An Unsupervised Machine Learning Approach for Ground-Motion Spectra Clustering and Selection
R. Bailey Bond, Pu Ren, Jerome F. Hajjar +1
Clustering analysis of sequence data continues to address many applications in engineering design, aided with the rapid growth of machine learning in applied science. This paper pr…