Buck-Converter-PINN buck_converter_PINN_avg_model.ipynb This file contains a physics-based PINN that converges on the parameters given. Does not generalize well to unseen parameters BC_PINN_varyingLoad.ipynb This file contains a data-driven network, trained on a varying load that works very well!