diff --git a/.obsidian/graph.json b/.obsidian/graph.json
index e6805675..e0bdeae3 100755
--- a/.obsidian/graph.json
+++ b/.obsidian/graph.json
@@ -88,6 +88,6 @@
   "repelStrength": 11.875,
   "linkStrength": 1,
   "linkDistance": 250,
-  "scale": 0.13994500229225282,
+  "scale": 0.31487625515756884,
   "close": true
 }
\ No newline at end of file
diff --git a/.obsidian/plugins/obsidian-icon-folder/data.json b/.obsidian/plugins/obsidian-icon-folder/data.json
index a2cb36f7..77deb6e9 100755
--- a/.obsidian/plugins/obsidian-icon-folder/data.json
+++ b/.obsidian/plugins/obsidian-icon-folder/data.json
@@ -6,11 +6,11 @@
     "emojiStyle": "native",
     "iconColor": null,
     "recentlyUsedIcons": [
+      "🧪",
       "👨‍🔬",
       "🏫",
       "🤦",
-      "🗼",
-      "🌩"
+      "🗼"
     ],
     "recentlyUsedIconsSize": 5,
     "rules": [],
@@ -49,7 +49,6 @@
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   "3-99 Research/99. Getting Used to Obsidian": "🪨",
   "3-99 Research/3. ARCADE": "🖥",
-  "3-99 Research/4. Qualifying Exam": "LiCloudFog",
   "3-99 Research/5. PhD Proposal Ideas": "💡",
   "3-99 Research/6. Researching Techniques": "👨‍🔬",
   "3-99 Research/7. BeagleBone": "🐶",
@@ -57,5 +56,6 @@
   "900s Calendars": "📆",
   "1000s Templates": "LiPuzzle",
   "300s School": "🏫",
-  "3-99 Research": "👨‍🔬"
+  "3-99 Research": "👨‍🔬",
+  "4. Qualifying Exam": "🧪"
 }
\ No newline at end of file
diff --git a/.obsidian/workspace.json b/.obsidian/workspace.json
index dfe3da6b..414e40d4 100755
--- a/.obsidian/workspace.json
+++ b/.obsidian/workspace.json
@@ -3,20 +3,6 @@
     "id": "5a01fdea572e1853",
     "type": "split",
     "children": [
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-        "type": "tabs",
-        "children": [
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-            "type": "leaf",
-            "state": {
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-              "state": {}
-            }
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-        ]
-      },
       {
         "id": "cd251442e5878f06",
         "type": "tabs",
@@ -27,7 +13,7 @@
             "state": {
               "type": "markdown",
               "state": {
-                "file": "3-99 Research/4. Qualifying Exam/1. Managing Stuff/QE Tasks and Details.md",
+                "file": "4. Qualifying Exam/2. Writing/QE Exam Abstract.md",
                 "mode": "source",
                 "source": false
               }
@@ -99,6 +85,7 @@
             "state": {
               "type": "backlink",
               "state": {
+                "file": "4. Qualifying Exam/2. Writing/QE Exam Abstract.md",
                 "collapseAll": true,
                 "extraContext": false,
                 "sortOrder": "alphabetical",
@@ -115,6 +102,7 @@
             "state": {
               "type": "outgoing-link",
               "state": {
+                "file": "4. Qualifying Exam/2. Writing/QE Exam Abstract.md",
                 "linksCollapsed": false,
                 "unlinkedCollapsed": true
               }
@@ -136,7 +124,9 @@
             "type": "leaf",
             "state": {
               "type": "outline",
-              "state": {}
+              "state": {
+                "file": "4. Qualifying Exam/2. Writing/QE Exam Abstract.md"
+              }
             }
           }
         ],
@@ -158,8 +148,10 @@
       "obsidian-full-calendar:Open Full Calendar": false
     }
   },
-  "active": "a14e8baae9ae45e1",
+  "active": "b06a00570a7077c3",
   "lastOpenFiles": [
+    "4. Qualifying Exam/1. Managing Stuff/QE Tasks and Details.md",
+    "Zotero Web Sever.md",
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     "300s School/299. ME 2085 - Graduate Seminar/2024-12-03 Oxide Particle Dynamics at the Melt Pool Scale in Laser Poweder bed Fusion Additive Manufacturing - Sneha Prabha Narra.md",
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@@ -172,10 +164,9 @@
     "3-99 Research",
     "300s School",
     "199. Paper Surveys/Hardware In The Loop Papers.md",
-    "3-99 Research/4. Qualifying Exam/2. Writing/QE Exam Abstract.md",
+    "4. Qualifying Exam/2. Writing/QE Exam Abstract.md",
     "900s Calendars/0. Deadlines/2024-12-02 QE Oral Examination.md",
     "900s Calendars/0. Deadlines/2024-09-18 QE Topic Approval.md",
-    "3-99 Research/4. Qualifying Exam/1. Managing Stuff/QE Tasks and Details.md",
     "1. Daily Notes/8. August/2024-08-19.md",
     "Random things I found that I should look into.md",
     "Untitled.md",
@@ -183,15 +174,14 @@
     "1. Daily Notes/8. August/2024-08-21.md",
     "1. Daily Notes/8. August/2024-08-22.md",
     "1. Daily Notes/8. August/2024-08-26.md",
-    "3-99 Research/4. Qualifying Exam/2. Writing",
-    "3-99 Research/4. Qualifying Exam/ME_PhD_Qualifying_Exam_Guideline_Fall2024.pdf",
-    "3-99 Research/4. Qualifying Exam/Qualifying Exam.md",
-    "3-99 Research/4. Qualifying Exam/1. Managing Stuff",
-    "3-99 Research/4. Qualifying Exam/qualifying_exam_application_form.docx",
+    "4. Qualifying Exam/2. Writing",
+    "4. Qualifying Exam/ME_PhD_Qualifying_Exam_Guideline_Fall2024.pdf",
+    "4. Qualifying Exam/Qualifying Exam.md",
+    "4. Qualifying Exam/1. Managing Stuff",
+    "4. Qualifying Exam/qualifying_exam_application_form.docx",
     "900s Calendars/3. Events/2024-09-14 Pitt vs. WVU.md",
     "900s Calendars/3. Events/2024-09-08 Steelers Game.md",
     "900s Calendars/3. Events/2024-09-18 My Birthday!.md",
-    "900s Calendars/0. Deadlines/2024-09-23 TRTR Presentation Due.md",
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     "300s School/299. ME 2085 - Graduate Seminar",
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diff --git a/3-99 Research/4. Qualifying Exam/1. Managing Stuff/QE Tasks and Details.md b/4. Qualifying Exam/1. Managing Stuff/QE Tasks and Details.md
similarity index 100%
rename from 3-99 Research/4. Qualifying Exam/1. Managing Stuff/QE Tasks and Details.md
rename to 4. Qualifying Exam/1. Managing Stuff/QE Tasks and Details.md
diff --git a/4. Qualifying Exam/2. Writing/QE Exam Abstract.md b/4. Qualifying Exam/2. Writing/QE Exam Abstract.md
new file mode 100644
index 00000000..f1eded6f
--- /dev/null
+++ b/4. Qualifying Exam/2. Writing/QE Exam Abstract.md	
@@ -0,0 +1 @@
+Controllers in the real world control plants that are not perfectly represented by a mathematical model. For this reason, controllers that operate in high-assurance environments must be evaluated to be robust. Validation and verification of controllers for their robustness 
\ No newline at end of file
diff --git a/3-99 Research/4. Qualifying Exam/ME_PhD_Qualifying_Exam_Guideline_Fall2024.pdf b/4. Qualifying Exam/ME_PhD_Qualifying_Exam_Guideline_Fall2024.pdf
similarity index 100%
rename from 3-99 Research/4. Qualifying Exam/ME_PhD_Qualifying_Exam_Guideline_Fall2024.pdf
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diff --git a/3-99 Research/4. Qualifying Exam/Qualifying Exam.md b/4. Qualifying Exam/Qualifying Exam.md
similarity index 100%
rename from 3-99 Research/4. Qualifying Exam/Qualifying Exam.md
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similarity index 100%
rename from 3-99 Research/4. Qualifying Exam/qualifying_exam_application_form.docx
rename to 4. Qualifying Exam/qualifying_exam_application_form.docx
diff --git a/3-99 Research/4. Qualifying Exam/2. Writing/QE Exam Abstract.md b/Zotero Web Sever.md
similarity index 100%
rename from 3-99 Research/4. Qualifying Exam/2. Writing/QE Exam Abstract.md
rename to Zotero Web Sever.md