@article{thechallengesofthenonlinearregimefor, title = {The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks}, author = {Andrea Bonfanti and Giuseppe Bruno and Cristina Cipriani}, year = {2024}, eprint = {2402.03864}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2402.03864v3}, }