Library-learning-assisted robust principal component analysis for denoising severely corrupted flow fields

Pablo Koop, Isabel Scherl, Kai Fukami

Large-amplitude entrywise corruption can distort flow-field data and contaminate extracted modes. Robust principal component analysis (RPCA) separates low-rank flow content from a…