@article{efficientnaturalgradientdescentmethods, title = {Efficient Natural Gradient Descent Methods for Large-Scale PDE-Based Optimization Problems}, author = {Levon Nurbekyan and Wanzhou Lei and Yunan Yang}, year = {2022}, eprint = {2202.06236}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2202.06236v3}, }