diff --git a/Dedman-Thesis-Latex-Template b/Dedman-Thesis-Latex-Template
index 928428e..21df920 160000
--- a/Dedman-Thesis-Latex-Template
+++ b/Dedman-Thesis-Latex-Template
@@ -1 +1 @@
-Subproject commit 928428e2d2005fa64e52b7cc7e4ac93eeb8b46ed
+Subproject commit 21df92065f22111f48188e5c492fcceae5e73a82
diff --git a/Makefile b/Makefile
index 4f8b3b4..b6defeb 100644
--- a/Makefile
+++ b/Makefile
@@ -4,7 +4,7 @@ FILENAME = feickert_thesis
 date = $(shell date +%Y-%m-%d)
 output_file = draft_$(date).pdf
 
-figure_src = $(wildcard images/figures/*.tex images/figures/*/*.tex)
+figure_src = $(wildcard figures/*.tex figures/*/*.tex)
 figure_list = $(figure_src:.tex=.pdf)
 
 # LATEX = pdflatex
@@ -28,7 +28,7 @@ abstract.pdf: latex/standalone_abstract.tex
 figures: $(figure_list)
 
 # Target assumes figure source is in same directory as expected figure path
-images/%.pdf: images/%.tex
+figures/%.pdf: figures/%.tex
 	latexmk -$(LATEX) -interaction=nonstopmode -halt-on-error $(basename $@)
 	mv $(notdir $(basename $@)).pdf $(basename $@).pdf
 	rm $(notdir $(basename $@)).*
@@ -74,7 +74,7 @@ arXiv: realclean document
 	cp *.tex submit_to_arXiv
 	cp *.bbl submit_to_arXiv/ms.bbl
 	cp Makefile submit_to_arXiv
-	cp -r src latex bib images submit_to_arXiv
+	cp -r src latex bib figures submit_to_arXiv
 	if [ -d Dedman-Thesis-Latex-Template ]; then \
 		mkdir submit_to_arXiv/Dedman-Thesis-Latex-Template; \
 		cp Dedman-Thesis-Latex-Template/LICENSE submit_to_arXiv/Dedman-Thesis-Latex-Template/LICENSE; \
@@ -100,7 +100,7 @@ arXiv: realclean document
 	fi
 	find submit_to_arXiv/ -name "*.bak" -type f -delete
 	# Having .tex and .pdf files of the same name will cause arXiv to delete the .pdf
-	find submit_to_arXiv/images/ -name "*.tex" -type f -delete
+	find submit_to_arXiv/figures/ -name "*.tex" -type f -delete
 	# arXiv requires .bib files to be compiled to .bbl files and will remove any .bib files
 	find submit_to_arXiv/ -name "*.bib" -type f -delete
 	tar -zcvf submit_to_arXiv.tar.gz submit_to_arXiv/
diff --git a/images/figures/LHC/LHC_accelerator_complex.jpg b/figures/LHC/LHC_accelerator_complex.jpg
similarity index 100%
rename from images/figures/LHC/LHC_accelerator_complex.jpg
rename to figures/LHC/LHC_accelerator_complex.jpg
diff --git a/images/figures/LHC/LHC_dipole_cross_section.jpg b/figures/LHC/LHC_dipole_cross_section.jpg
similarity index 100%
rename from images/figures/LHC/LHC_dipole_cross_section.jpg
rename to figures/LHC/LHC_dipole_cross_section.jpg
diff --git a/images/figures/preface/LHC_coordinate_system.tex b/figures/preface/LHC_coordinate_system.tex
similarity index 100%
rename from images/figures/preface/LHC_coordinate_system.tex
rename to figures/preface/LHC_coordinate_system.tex
diff --git a/images/figures/results/BH_final.pdf b/figures/results/BH_final.pdf
similarity index 100%
rename from images/figures/results/BH_final.pdf
rename to figures/results/BH_final.pdf
diff --git a/images/figures/results/Final_Limits.pdf b/figures/results/Final_Limits.pdf
similarity index 100%
rename from images/figures/results/Final_Limits.pdf
rename to figures/results/Final_Limits.pdf
diff --git a/images/figures/results/SRPostFit_mass.pdf b/figures/results/SRPostFit_mass.pdf
similarity index 100%
rename from images/figures/results/SRPostFit_mass.pdf
rename to figures/results/SRPostFit_mass.pdf
diff --git a/images/figures/results/contourFinal.pdf b/figures/results/contourFinal.pdf
similarity index 100%
rename from images/figures/results/contourFinal.pdf
rename to figures/results/contourFinal.pdf
diff --git a/images/figures/results/gqlimit.pdf b/figures/results/gqlimit.pdf
similarity index 100%
rename from images/figures/results/gqlimit.pdf
rename to figures/results/gqlimit.pdf