@article{dualnaturalgradientdescentforscalable, title = {Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks}, author = {Anas Jnini and Flavio Vella}, year = {2025}, eprint = {2505.21404}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.21404v1}, }