From Physics-Based Models to Predictive Digital Twins via Interpretable Machine Learning

Michael G. Kapteyn, Karen E. Willcox

This work develops a methodology for creating a data-driven digital twin from a library of physics-based models representing various asset states. The digital twin is updated using…