A Probabilistic Machine Learning Pipeline Using Topological Descriptors for Real-Time State Estimation of High-Rate Dynamic Systems. - Yang Kang Chua; Daniel Coble; Arman Razmarashooli; Steve Paul; Daniel A. Salazar Martinez; Chao Hu; Austin R. J. Downey; Simon Laflamme (DDDAS/Infosymbiotics, 2024)

Fast Topological Data Analysis Features for Nonstationary Time Series. - Daniel A. Salazar Martinez; Arman Razmarashooli; Yang Kang Chua; Simon Laflamme; Chao Hu; Paul T. Schrader; Austin R. J. Downey; Jason D. Bakos; Negash Begashaw; Gurcan Comert; Jacob Dodson (DDDAS/Infosymbiotics, 2024)