@article{fewshotlearningbyexplicitphysics, title = {Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport}, author = {Julia Pelzer and Corné Verburg and Alexander Heinlein and Miriam Schulte}, year = {2025}, eprint = {2507.06062}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.06062v1}, }