diff --git a/.gitattributes b/.gitattributes
index 30744ba..476612f 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1,3 +1,6 @@
+*.tiff filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text
 /literature_review.org filter=lfs diff=lfs merge=lfs -text
 /metallurgy.org filter=lfs diff=lfs merge=lfs -text
 /standards/meche_metallurgy.org filter=lfs diff=lfs merge=lfs -text
@@ -596,5 +599,11 @@
 /xrd_phase/25032132-MIT.pdf filter=lfs diff=lfs merge=lfs -text
 /xrd_phase/Influence_of_a_Partial_Substitution_of_Co_by_Fe_on.pdf filter=lfs diff=lfs merge=lfs -text
 /Figures/nairExceptionallyHighCavitation2018a_strainHardening.jpg filter=lfs diff=lfs merge=lfs -text
+/xrd_phase/code.pdf filter=lfs diff=lfs merge=lfs -text
+/xrd_phase/figures.ipynb filter=lfs diff=lfs merge=lfs -text
+/xrd_phase/stellite_sand_abrasion_comparison.jpeg filter=lfs diff=lfs merge=lfs -text
+/xrd_phase/stellite_volume_loss_comparison.jpeg filter=lfs diff=lfs merge=lfs -text
+/xrd_phase/stellite_xrd_comparison.jpeg filter=lfs diff=lfs merge=lfs -text
+/xrd_phase/xrd_data.xlsx filter=lfs diff=lfs merge=lfs -text
 *.jp*g filter=lfs diff=lfs merge=lfs -text
 *.tif filter=lfs diff=lfs merge=lfs -text
diff --git a/xrd_phase/code.pdf b/xrd_phase/code.pdf
new file mode 100755
index 0000000..65d18b7
--- /dev/null
+++ b/xrd_phase/code.pdf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d07a3caf9031342e8172f9b32d9b5c9f47c3541306089c76e9e5e9e3dd30fc7
+size 2416598
diff --git a/xrd_phase/figures.ipynb b/xrd_phase/figures.ipynb
new file mode 100755
index 0000000..3639605
--- /dev/null
+++ b/xrd_phase/figures.ipynb
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71e13527962ff53403a26bfc01256a162b8dbb2eaf6702ca39901faaa859bc6f
+size 2112043
diff --git a/xrd_phase/stellite_sand_abrasion_comparison.jpeg b/xrd_phase/stellite_sand_abrasion_comparison.jpeg
new file mode 100755
index 0000000..7c7d2a8
--- /dev/null
+++ b/xrd_phase/stellite_sand_abrasion_comparison.jpeg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4c0531c453fd7d19da471aeffd204697f5e149c6e8f4a6d185caab3b60dcac0
+size 447846
diff --git a/xrd_phase/stellite_volume_loss_comparison.jpeg b/xrd_phase/stellite_volume_loss_comparison.jpeg
new file mode 100755
index 0000000..18678e3
--- /dev/null
+++ b/xrd_phase/stellite_volume_loss_comparison.jpeg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:554046496a0c0db9854482cb19b21674697f364a4c59a0a84fc388e58242b7a7
+size 1057118
diff --git a/xrd_phase/stellite_xrd_comparison.jpeg b/xrd_phase/stellite_xrd_comparison.jpeg
new file mode 100755
index 0000000..10ae2e7
--- /dev/null
+++ b/xrd_phase/stellite_xrd_comparison.jpeg
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9ed2ab7071f0b583b5331053f9c28aba6ba03051c5e4f8733ca53a5c4b96cea
+size 480593
diff --git a/xrd_phase/xrd_data.xlsx b/xrd_phase/xrd_data.xlsx
new file mode 100755
index 0000000..1288254
--- /dev/null
+++ b/xrd_phase/xrd_data.xlsx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96544b2995e9d204f12733589496e50bbb3f0550e1854cac7b899683f7b47ebd
+size 779220