Update README.md

README.md

@@ -24,3 +24,16 @@ https://liangbingzhao.github.io/statics2dynamics/
 https://github.com/liangbingzhao/PhysicEdit
 
 For model usage, please refer to the guidance in the codespace.
+
+## ✍️ Citation
+
+If you find our work inspiring or use our codebase in your research, please consider giving a star ⭐ and a citation~
+
+```
+@article{zhao2026statics,
+  title={From Statics to Dynamics: Physics-Aware Image Editing with Latent Transition Priors},
+  author={Zhao, Liangbing and Zhuo, Le and Paul, Sayak and Li, Hongsheng and Elhoseiny, Mohamed},
+  journal={arXiv preprint arXiv:2602.21778},
+  year={2026}
+}
+```