Projection-based model reduction: Formulations for physics-based machine learning

•New approach for physics-based machine learning using POD expansions.•Machine learning methods learn map between inputs and POD coefficients.•Particular solutions in the POD expansion embed physical constraints in ML models.•Particular solutions enforce boundary conditions and other physical soluti...

Ausführliche Beschreibung