diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 39d64b0d..96d7dcd0 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -23,7 +23,7 @@ repos:
         args: [--branch, main, --branch, dev]
       - id: check-added-large-files
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.9.2
+    rev: v0.9.3
     hooks:
       - id: ruff
         args: [ --fix, --exit-non-zero-on-fix, "--ignore=C901" ]
diff --git a/CITATION.cff b/CITATION.cff
index 9c69c533..5ae56ffe 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -73,9 +73,9 @@ references:
     - given-names: Amine
       family-names: Saboni
     - given-names: Inimaz
-      family-names: 
+      family-names:
     - given-names: supatomic
-      family-names: 
+      family-names:
     - given-names: Mathilde
       family-names: Léval
     - given-names: Luis
@@ -83,7 +83,7 @@ references:
     - given-names: Alexis
       family-names: Cruveiller
     - given-names: ouminasara
-      family-names: 
+      family-names:
     - given-names: Franklin
       family-names: Zhao
     - given-names: Aditya
@@ -111,6 +111,6 @@ references:
     - given-names: Lucas Otávio N.
       family-names: de Araújo
     - given-names: JPW
-      family-names: 
+      family-names:
     - given-names: Minerva
       family-names: Books