Transfer Learning for Neural Parameter Estimation applied to Building RC Models

Fabian Raisch, Timo Germann, J. Nathan Kutz +2

Parameter estimation for dynamical systems remains challenging due to non-convexity and sensitivity to initial parameter guesses. Recent deep learning approaches enable accurate an…