updated README

README.md

@@ -1 +1,26 @@
-# physai
+# PhysAI
+
+[![License](https://img.shields.io/badge/license-GPL-blue.svg)](LICENSE)
+[![Build Status](https://travis-ci.org/neurdylab/physai.svg?branch=main)](https://travis-ci.org/neurdylab/physai)
+
+Funding: 
+
+This work is made possible through the generous support of the BRAIN Initiative, specifically under the NIH grant RF1MH125931. 
+
+We are deeply grateful for this support, which played a crucial role in driving our mission to explore the complexities of the brain and body, and to share our findings with the broader scientific community.
+</p>
+
+<p align="left">
+<a href="https://braininitiative.nih.gov/" target="_blank" style="text-decoration: none;">
+<img src="https://github.com/neurdylab/physai/blob/main/docs/assets/logos/nihbrain.png?raw=true" width="500">
+</p>
+
+
+This project is actively maintained by:
+
+- **Roza G. Bayrak**  
+  Research Assistant Professor, [Vanderbilt University](https://www.vanderbilt.edu/)  
+  Email: [maintainer@gmail](mailto:[email protected])  
+  GitHub: [@rgbayrak](https://github.com/your-github-username)
+
+For any questions, issues, or contributions, please feel free to contact the maintainer.

docs/publications/2024.md

@@ -33,7 +33,7 @@
 
 *Biorxiv (2024).*
 
-[PREPRINT :simple-arxiv:](https://doi.org/10.1101/2023.01.19.524818v3){ .md-button } 
+[PREPRINT :simple-arxiv:](https://www.biorxiv.org/content/10.1101/2023.01.19.524818v3){ .md-button } 
 [PDF :fontawesome-solid-file-pdf:](https://www.biorxiv.org/content/10.1101/2023.01.19.524818v3.full.pdf){ .md-button } 
 [CODE :octicons-code-16:](https://www.biorxiv.org/content/10.1101/2023.01.19.524818v3.full.pdf){ .md-button }