diff --git a/CITATION.cff b/CITATION.cff
index d39b37a..75ec584 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -39,7 +39,7 @@ authors:
     email: klaus.thoeni@newcastle.edu.au
 identifiers:
   - type: doi
-    value: 10.5281/zenodo.7123966
+    value: 10.5281/zenodo.7123965
 repository-code: 'https://github.com/GrainLearning/grainLearning/'
 url: 'https://grainlearning.readthedocs.io/'
 abstract: >-
diff --git a/README.md b/README.md
index 6243500..1a59be1 100644
--- a/README.md
+++ b/README.md
@@ -51,7 +51,7 @@ To install GrainLearning including the RNN module capabilities check [grainlearn
 
 ### For Windows users
 
-- Installation using Windows Subsystem for Linx (WSL)
+- Installation using Windows Subsystem for Linux (WSL)
   - Enable WSL1 or WSL2 according to the
     instructions [here](https://learn.microsoft.com/en-us/windows/wsl/install-manual)
   - Install GrainLearning using [poetry](#install-using-poetry) or [pip](#install-using-pip)
@@ -97,7 +97,7 @@ However, you still need to clone the GrainLearning repository to run the tutoria
 
 Please choose from the following:
 
-- [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7123966.svg)](https://doi.org/10.5281/zenodo.7123966) A DOI for
+- [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7123965.svg)](https://doi.org/10.5281/zenodo.7123965) A DOI for
   citing the software
 - H. Cheng, T. Shuku, K. Thoeni, P. Tempone, S. Luding, V. Magnanimo. **An iterative Bayesian filtering framework for
   fast and automated calibration of DEM models**. _Comput. Methods Appl. Mech. Eng.,_ 350 (2019), pp.
diff --git a/pyproject.toml b/pyproject.toml
index e12fae4..3aaaf60 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "GrainLearning"
-version = "2.0.1"
+version = "2.0.3"
 description = "A Bayesian uncertainty quantification toolbox for discrete and continuum numerical models of granular materials"
 authors = [
     "Hongyang Cheng <h.cheng@utwente.nl>",