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STFT-LDA: An Algorithm to Facilitate the Visual Analysis of Building Seismic Responses
[article]
2021
arXiv
pre-print
Civil engineers use numerical simulations of a building's responses to seismic forces to understand the nature of building failures, the limitations of building codes, and how to determine the latter to prevent the former. Such simulations generate large ensembles of multivariate, multiattribute time series. Comprehensive understanding of this data requires techniques that support the multivariate nature of the time series and can compare behaviors that are both periodic and non-periodic across
arXiv:2109.00197v1
fatcat:476w357wbbavrpqvf6iqoh2h7i