Added NSF and CODE Lab logo

Author: Abhijnan03

books/index.md

@@ -1,7 +1,7 @@
 # Introduction
-This jupyter-book provides python implementation for various concepts and algorithms related to **Surrogate Methods**. The jupyter-book has been created by the **Computational Design (CODE) Laboratory** led by **Prof. Leifur Leifsson** at **Purdue University**. This jupyter-book is intended to be used as a starting point for new users of surrogate methods to implement the concepts and algorithms for their own work. The creation of this jupyter-book is funded partly by the National Science Foundation (NSF). 
+This jupyter-book provides python implementation for various concepts and algorithms related to **Surrogate Methods**. The jupyter-book has been created by the **Computational Design (CODE) Laboratory** led by **Prof. Leifur Leifsson** at **Purdue University**. This jupyter-book is intended to be used as a starting point for new users of surrogate methods to implement the concepts and algorithms for their own work. The creation of this jupyter-book is funded partly by the National Science Foundation (NSF) award number 2223732. 
 
-<img src="images/nsf_logo.jpg" height = "50" width="20"/> ![CODE Lab logo](images/codelablogo.png)
+<img src="images/nsf_logo.png" height = "50" width="20"/> ![CODE Lab logo](images/codelablogo.png)
 
 ## Expected learning outcomes
 After going through this jupyter-book, the reader will: