@article{physicsbaseddeepkernellearningforparamet, title = {Physics-based deep kernel learning for parameter estimation in high dimensional PDEs}, author = {Weihao Yan and Christoph Brune and Mengwu Guo}, year = {2025}, eprint = {2509.14054}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.14054}, }