SOLIS: Physics-Informed Learning of Interpretable Neural Surrogates for Nonlinear Systems

Murat Furkan Mansur, Tufan Kumbasar

Nonlinear system identification must balance physical interpretability with model flexibility. Classical methods yield structured, control-relevant models but rely on rigid paramet…