Developing a Conditional Variational Autoencoder to Guide Spectral Data Augmentation for Calibration Modeling
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3142060
Abstract: To deal with the typically insufficiently labeled samples involved in practical spectroscopy measurements, a conditional variational autoencoder (CVAE) is proposed to guide the spectral data augmentation calibration modeling method for in situ measurement. First, the… read more here.
Keywords: conditional variational; calibration; variational autoencoder; guide spectral ... See more keywords
Guide to Spectral Proper Orthogonal Decomposition
Sign Up to like & getrecommendations! Published in 2020 at "AIAA Journal"
DOI: 10.2514/1.j058809
Abstract: This paper discusses the spectral proper orthogonal decomposition and its use in identifying modes, or structures, in flow data. A specific algorithm based on estimating the cross-spectral density ... read more here.
Keywords: spectral proper; guide spectral; proper orthogonal; orthogonal decomposition ... See more keywords