diff --git a/content/public/SequentialEGMn.pdf b/content/public/SequentialEGMn.pdf
index 1c97e17..7423942 100644
Binary files a/content/public/SequentialEGMn.pdf and b/content/public/SequentialEGMn.pdf differ
diff --git a/myst.yml b/myst.yml
index 53c4d1c..958c70d 100644
--- a/myst.yml
+++ b/myst.yml
@@ -41,34 +41,52 @@ site:
   domains:
     - alanlujan91.curve.space
   favicon: public/econ-ark-logo-small.png
+
 project:
   title: "EGMⁿ: The Sequential Endogenous Grid Method"
+  subtitle: "EGM to the power of n"
   short_title: EGMⁿ
-  banner: content/public/banner.png
+  description: "The Sequential Endogenous Grid Method"
+  exports:
+    - format: pdf+tex
+      template: arxiv_nips
+      output: content/public/SequentialEGMn.pdf
+      articles:
+        - content/paper/egmn.md
+  downloads:
+    - title: Download paper
+      file: content/public/SequentialEGMn.pdf
+      static: true
   thumbnail: content/public/thumbnail.png
+  banner: content/public/banner.png
+  keywords:
+    - endogenous grid method
+    - dynamic programming
+    - machine learning
   authors:
     - name: Alan Lujan
-      corresponding: false
-      email: alanlujan91@gmail.com
+      orcid: 0000-0002-5289-7054
+      corresponding: true
+      email: alujan@jhu.edu
+      url: https://advanced.jhu.edu/directory/alan-lujan/
       affiliations:
-        - Johns Hopkins University
-        - Econ-ARK
+        - institution: Johns Hopkins University AAP
+          department: Department of Applied Economics
+          city: Washington
+          state: DC
+          url: https://advanced.jhu.edu/academics/fields-of-study/applied-economics/
+        - institution: Econ-ARK
+          url: https://econ-ark.org
       github: alanlujan91
-      website: https://quantmacro.org
-  venue:
-    title: REMARK
-    url: https://github.com/econ-ark/REMARK
-  github: https://github.com/alanlujan91/SequentialEGM
-  keywords:
-    - endogenous grid method
-    - stochastic dynamic programming
-    - machine learning
-    - gaussian process regression
   open_access: true
   license:
     content: CC-BY-4.0
     code: MIT
+  github: https://github.com/alanlujan91/SequentialEGM
   subject: Economics
+  venue:
+    title: REMARK
+    url: https://github.com/econ-ark/REMARK
   numbering:
     figure: true
     equation: true
@@ -82,12 +100,6 @@ project:
     heading_6: true
   bibliography:
     - content/references.bib
-  exports:
-    - format: pdf+tex
-      template: arxiv_nips
-      output: content/public/SequentialEGMn.pdf
-      articles:
-        - content/paper/egmn.md
   abbreviations:
     GP: Gaussian Process
     GPR: Gaussian Process Regression
@@ -96,7 +108,6 @@ project:
     G2EGM: Generalized Endogenous Grid Method
     DCEGM: Discrete Choice Endogenous Grid Method
     WGI: Warped Grid Interpolation
-
   toc:
     # Auto-generated by `myst init --write-toc`
     - file: content/paper/egmn.md
@@ -109,15 +120,6 @@ project:
         - file: content/paper/5_conditions.md
         - file: content/paper/6_conclusion.md
         - file: content/paper/7_appendix.md
-    - title: Code
-      children:
-        - file: code/examples/example_ConsPensionModel_baseline.ipynb
-        - file: code/examples/example_ConsLaborPortfolioModel.ipynb
-        - file: code/examples/example_ConsLaborSeparableModel.ipynb
-        - file: code/examples/example_ConsPensionModel.ipynb
-        - file: code/examples/example_ConsRetirementModel.ipynb
-        - file: code/examples/example_GaussianProcessRegression.ipynb
-        - file: code/examples/example_WarpedInterpolation.ipynb
   math:
     '\CARA': '\alpha'
     '\CRRA': '\rho'