From 465d666e4f79491b0226a14068df9b9694c87108 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Thu, 14 Nov 2024 09:19:20 +0000
Subject: [PATCH] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 HEPML.bib | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/HEPML.bib b/HEPML.bib
index e2dbb4c..402ee84 100644
--- a/HEPML.bib
+++ b/HEPML.bib
@@ -1,6 +1,6 @@
 # HEPML Papers
 
-% November 12, 2024 
+% November 12, 2024
 @article{Cornell:2024dki,
     author = "Cornell, Alan S. and Fuks, Benjamin and Goodsell, Mark D. and Ncube, Anele M.",
     title = "{Improving smuon searches with Neural Networks}",
@@ -23,7 +23,7 @@ @article{Richter-Was:2024jxn
     year = "2024"
 }
 
-% November 12, 2024 
+% November 12, 2024
 @article{Kawai:2024pws,
     author = "Kawai, Shinsuke and Okada, Nobuchika",
     title = "{Truth, beauty, and goodness in grand unification: a machine learning approach}",
@@ -34,7 +34,7 @@ @article{Kawai:2024pws
     year = "2024"
 }
 
-% November 12, 2024 
+% November 12, 2024
 @article{CMS:2024jdl,
     author = "{CMS Collaboration}",
     title = "{Reweighting simulated events using machine-learning techniques in the CMS experiment}",
@@ -46,7 +46,7 @@ @article{CMS:2024jdl
     year = "2024"
 }
 
-% November 12, 2024 
+% November 12, 2024
 @article{Smith:2024lxz,
     author = "Smith, Dylan and Ghosh, Aishik and Liu, Junze and Baldi, Pierre and Whiteson, Daniel",
     title = "{Fast multi-geometry calorimeter simulation with conditional self-attention variational autoencoders}",
@@ -57,7 +57,7 @@ @article{Smith:2024lxz
     year = "2024"
 }
 
-% November 12, 2024 
+% November 12, 2024
 @article{VanStroud:2024fau,
     author = "Van Stroud, Samuel and Duckett, Philippa and Hart, Max and Pond, Nikita and Rettie, S\'ebastien and Facini, Gabriel and Scanlon, Tim",
     title = "{Transformers for Charged Particle Track Reconstruction in High Energy Physics}",
@@ -68,7 +68,7 @@ @article{VanStroud:2024fau
     year = "2024"
 }
 
-% November 08, 2024 
+% November 08, 2024
 @article{ATLAS:2024mrr,
     author = "{ATLAS Collaboration}",
     title = "{Search for vector-like leptons coupling to first- and second-generation Standard Model leptons in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector}",