Improved Probabilistic Principal Component Analysis for Application to Reduced Order Modeling

Indika Udagedara, Brian Helenbrook, Aaron Luttman +1

In our previous work, a reduced order model (ROM) for a stochastic system was made, where noisy data was projected onto principal component analysis (PCA)-derived basis vectors to…