@article{simpinnssimulationdrivenphysicsinformed, title = {SimPINNs: Simulation-Driven Physics-Informed Neural Networks for Enhanced Performance in Nonlinear Inverse Problems}, author = {Sidney Besnard and Frédéric Jurie and Jalal M. Fadili}, year = {2023}, eprint = {2309.16729}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2309.16729v1}, }