@article{structurepreservingdigitaltwinsviacondit, title = {Structure-Preserving Digital Twins via Conditional Neural Whitney Forms}, author = {Brooks Kinch and Benjamin Shaffer and Elizabeth Armstrong and Michael Meehan and John Hewson and Nathaniel Trask}, year = {2025}, eprint = {2508.06981}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.06981}, }