Update README.md

Author: andrewlferguson

README.md

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 ## Codes and utilities of the active learning pipeline for screening ELPs to form ultra-stable vesicles
 
-The repository contains codes for running free energy calculation and active learning for the high-throughput screening of ELPs that can form ultra-stable vesicles. The publication is [here]([xxx](https://doi.org/10.26434/chemrxiv-2025-bmbp7)). 
+The repository contains codes for running free energy calculation and active learning for the high-throughput screening of ELPs that can form ultra-stable vesicles. The publication is [here](https://doi.org/10.26434/chemrxiv-2025-bmbp7). 
 
 This software was created by Jianming Mao and Andrew L. Ferguson under Army Research Office (ARO) Award Number: W911NF-23-1-0050. ARO, as the Federal awarding agency, reserves a royalty-free, nonexclusive and irrevocable right to reproduce, publish, or otherwise use this software for Federal purposes, and to authorize others to do so in accordance with 2 CFR 200.315(b).