diff --git a/paper/paper.md b/paper/paper.md
index 32b5b550..ca6c1107 100644
--- a/paper/paper.md
+++ b/paper/paper.md
@@ -27,22 +27,32 @@ TODO
 
 TODO
 
-# Key references
+# Related work
 
 `graph-pes` is driving a significant number of projects within the Deringer group, and has already been cited in @Liu-24-12.
 
-The core functionality of `graph-pes` builds upon the
-    - `PyTorch` [@Paszke-19]
-    - `ase` [@HjorthLarsen-17-06]
+The core functionality of `graph-pes` builds upon
+
+- `PyTorch` [@Paszke-19]
+
+- `ase` [@HjorthLarsen-17-06]
+
 `graph-pes` also builds upon the `e3nn` [@Geiger-22-07] package for implementing the `NequIP` [@Batzner-22-05] and `MACE` [@Batatia-23-01] architectures.
 
 Other note-worthy softwares that offer similar functionality to `graph-pes` include:
+
 - `nequip`
+
 - `mace-torch`
+
 - `deepmd`
+
 - `schnetpack`
+
 - `torchmd`
 
 # Acknowledgements
 
 Krystian Gierczak, Daniel Thomas du Toit and Zoé Faure Beaulieu for early testing and feedback.
+
+# References
\ No newline at end of file