diff --git a/README.rst b/README.rst
index 3a77b60..c2e2bb2 100644
--- a/README.rst
+++ b/README.rst
@@ -73,12 +73,13 @@ Citation
If you use diffpy.morph in a scientific publication, we would like you to cite this package as
-
-"diffpy.morph: Python tools for model independent comparisons between sets of 1D functions" by
-Andrew Yang, Luis Kitsu Iglesias, Michael F. Toney, Samuel D. Marks, Joshua Safin, Vivian R. K. Wall,
-Katherine Page, Naomi S. Ginsberg, Dillon Hanlon, Nicholas Leonard, Samuel W. Teitelbaum,
-Timothy B. van Driel, Chia-Hao Liu, Soham Banerjee, Christopher L. Farrow, Pavol Juhas,
-Emil S. Bozin, Simon J. L. Billinge, to be published.
+ Yang, A., Farrow, C. L., Juhás, P., Iglesias, L. K., Liu, C.-H.,
+ Marks, S. D., Wall, V. R. K., Safin, J., Drewry, S. M., Myers, C.,
+ Hanlon, D. F., Leonard, N., Petrovic, C., Jeong, A., Talapin, D. V.,
+ Nazar, L. F., Zhou, H., Teitelbaum, S. W., van Driel, T. B.,
+ Banerjee, S., Bozin, E. S., Toney, M. F., Page, K., Ginsberg, N. S.,
+ and Billinge, S. J. L. (2026). *diffpy.morph: Python tools for model
+ independent comparisons between sets of 1D functions*. arXiv:2602.06987.
Installation
------------
@@ -132,7 +133,7 @@ For detailed instructions and full tutorial, see our `website `_ or email Simon J.L. Billinge group at sb2896@columbia.edu.
+For more information on diffpy.morph please visit the project `web-page `_ or email Simon J.L. Billinge group at sbillinge@ucsb.edu.
Acknowledgements
----------------
diff --git a/news/fix-readme-typos.rst b/news/fix-readme-typos.rst
new file mode 100644
index 0000000..889cf71
--- /dev/null
+++ b/news/fix-readme-typos.rst
@@ -0,0 +1,23 @@
+**Added:**
+
+* No news needed: updates to the readme
+
+**Changed:**
+
+*
+
+**Deprecated:**
+
+*
+
+**Removed:**
+
+*
+
+**Fixed:**
+
+*
+
+**Security:**
+
+*