@article{stabilizingphysicsinformedconsistencymod, title = {Stabilizing Physics-Informed Consistency Models via Structure-Preserving Training}, author = {Che-Chia Chang and Chen-Yang Dai and Te-Sheng Lin and Ming-Chih Lai and Chieh-Hsin Lai}, year = {2026}, eprint = {2602.09303}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.09303}, }