Update README.md

README.md

@@ -4,19 +4,19 @@
 If you use our codes or your research is related to our paper, please kindly cite the following paper.
 
 ```bib
-@ARTICLE{Wang2024arXiv240813876W,
-       author = {{Wang}, Yun and {He}, Ping},
-        title = "{Capturing primordial non-Gaussian signatures in the late Universe by multi-scale extrema of the cosmic log-density field}",
-      journal = {arXiv e-prints},
-     keywords = {Astrophysics - Cosmology and Nongalactic Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics},
-         year = 2024,
-        month = aug,
-          eid = {arXiv:2408.13876},
-        pages = {arXiv:2408.13876},
-archivePrefix = {arXiv},
-       eprint = {2408.13876},
- primaryClass = {astro-ph.CO},
-       adsurl = {https://ui.adsabs.harvard.edu/abs/2024arXiv240813876W},
-      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
+@article{Wang2025,
+  title = {Capturing primordial non-Gaussian signatures in the late Universe by multiscale extrema of the cosmic log-density field},
+  author = {Wang, Yun and He, Ping},
+  journal = {Phys. Rev. D},
+  volume = {111},
+  issue = {4},
+  pages = {L041302},
+  numpages = {7},
+  year = {2025},
+  month = {Feb},
+  publisher = {American Physical Society},
+  doi = {10.1103/PhysRevD.111.L041302},
+  url = {https://link.aps.org/doi/10.1103/PhysRevD.111.L041302}
 }
+
 ```