@article{optimizationlandscapeslearnedproxy, title = {Optimization Landscapes Learned: Proxy Networks Boost Convergence in Physics-based Inverse Problems}, author = {Girnar Goyal and Philipp Holl and Sweta Agrawal and Nils Thuerey}, year = {2025}, eprint = {2501.16573}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.16573v1}, }