@article{pierphysicsinformedenvironmentalretrieva, title = {PIER: Physics-Informed Environmental Retrieval for Time-Series Modeling}, author = {Shiyuan Luo and Runlong Yu and Chonghao Qiu and Yue Qin and Rahul Ghosh and Robert Ladwig and Paul C. Hanson and Yiqun Xie and Xiaowei Jia}, year = {2026}, eprint = {2607.20230}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.20230}, }