PCAfold: Python software to generate, analyze and improve PCA-derived low-dimensional manifolds. - Kamila Zdybal; Elizabeth Armstrong; Alessandro Parente; James C. Sutherland (SoftwareX, 2020)

PCAfold 2.0 - Novel tools and algorithms for low-dimensional manifold assessment and optimization. - Kamila Zdybal; Elizabeth Armstrong; Alessandro Parente; James C. Sutherland (SoftwareX, 2023)

Structure-Preserving Digital Twins via Conditional Neural Whitney Forms. - Brooks Kinch; Benjamin Shaffer; Elizabeth Armstrong; Michael Meehan; John Hewson; Nathaniel Trask (CoRR, 2025)