Update README.md

Author: amorehead

README.md

@@ -2,7 +2,7 @@
 
 # MULTICOM_ligand
 
-[![Paper](http://img.shields.io/badge/arXiv-2405.14108-B31B1B.svg)](https://www.authorea.com/users/885651/articles/1263768-protein-ligand-structure-and-affinity-prediction-in-casp16-using-a-geometric-deep-learning-ensemble-and-flow-matching?commit=81affaec47d6d23f58d02a1e7bbbdfcb09935ef7)
+[![Paper](http://img.shields.io/badge/arXiv-2405.14108-B31B1B.svg)](https://onlinelibrary.wiley.com/doi/10.1002/prot.26827)
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.11477766.svg)](https://doi.org/10.5281/zenodo.11477766)
 [![PyPI version](https://badge.fury.io/py/multicom_ligand.svg)](https://badge.fury.io/py/multicom_ligand)
 [![Project Status: Active – The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
@@ -899,11 +899,12 @@ We thank all their contributors and maintainers!
 If you use the code or benchmark method predictions associated with this repository or otherwise find this work useful, please cite:
 
 ```bibtex
-@inproceedings{morehead2024multicom,
-  title={Protein-ligand structure and affinity prediction in CASP16 using a geometric deep learning ensemble and flow matching},
+@article{morehead2025protein,
+  title={Protein-Ligand Structure and Affinity Prediction in CASP16 Using a Geometric Deep Learning Ensemble and Flow Matching},
   author={Morehead, Alex and Liu, Jian and Neupane, Pawan and Giri, Nabin and Cheng, Jianlin},
-  booktitle={CASP16 Abstracts},
+  journal={Proteins: Structure, Function, and Bioinformatics},
   year={2025},
+  publisher={Wiley Online Library},
   note={presented at CASP16 as a top-5 ligand prediction method},
 }
 ```