diff --git a/.gitignore b/.gitignore
index 505a3b1..f9fff16 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,3 +8,52 @@ wheels/
 
 # Virtual environments
 .venv
+
+
+# LaTeX
+*.acn
+*.acr
+*.alg
+*.aux
+*.bak
+*.bbl
+*.bcf
+*.blg
+*.brf
+*.bst
+*.dvi
+*.fdb_latexmk
+*.fls
+*.glg
+*.glo
+*.gls
+*.idx
+*.ilg
+*.ind
+*.ist
+*.lof
+*.log
+*.lol
+*.lot
+*.maf
+*.mtc
+*.mtc1
+*.nav
+*.nlo
+*.nls
+*.out
+*.pyg
+*.run.xml
+*.snm
+*.synctex.gz
+*.tex.backup
+*.tex~
+*.thm
+*.toc
+*.vrb
+*.xdy
+*.xml
+*blx.bib
+.bak 
+.mtc
+build/
\ No newline at end of file
diff --git a/report/chapters/conclusion.tex b/report/chapters/conclusion.tex
new file mode 100644
index 0000000..e69de29
diff --git a/report/chapters/introduction.tex b/report/chapters/introduction.tex
new file mode 100644
index 0000000..6a185c1
--- /dev/null
+++ b/report/chapters/introduction.tex
@@ -0,0 +1 @@
+Test, Test Test
\ No newline at end of file
diff --git a/report/chapters/methods.tex b/report/chapters/methods.tex
new file mode 100644
index 0000000..e69de29
diff --git a/report/chapters/perspective.tex b/report/chapters/perspective.tex
new file mode 100644
index 0000000..e69de29
diff --git a/report/chapters/results.tex b/report/chapters/results.tex
new file mode 100644
index 0000000..e69de29
diff --git a/report/include/figures b/report/include/figures
new file mode 120000
index 0000000..7edfd1a
--- /dev/null
+++ b/report/include/figures
@@ -0,0 +1 @@
+../figures
\ No newline at end of file
diff --git a/report/include/sources/references.bib b/report/include/sources/references.bib
new file mode 100644
index 0000000..e69de29
diff --git a/report/include/tables/.gitkeep b/report/include/tables/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/report/main.pdf b/report/main.pdf
new file mode 100644
index 0000000..8fc61b9
Binary files /dev/null and b/report/main.pdf differ
diff --git a/report/main.tex b/report/main.tex
new file mode 100644
index 0000000..92f97ad
--- /dev/null
+++ b/report/main.tex
@@ -0,0 +1,93 @@
+
+\documentclass[aps,rmp,reprint,amsmath,amssymb,graphicx,longbibliography]{revtex4-1}
+
+\usepackage{bm}
+\usepackage{graphicx}
+\usepackage{epstopdf}
+\usepackage{wrapfig}
+\usepackage{array} 
+\usepackage{listings}
+\usepackage[para,online,flushleft]{threeparttablex}
+\usepackage{booktabs,dcolumn}
+\usepackage{color}
+ 
+
+\usepackage{textpos}
+\usepackage{booktabs}
+\usepackage{multirow,bigdelim}
+\usepackage{float}
+
+\usepackage{upgreek} %upalpha in Saxena2021 Reference
+
+\usepackage[utf8]{inputenc}
+\usepackage{hyperref}
+\hypersetup{breaklinks=true,colorlinks=true,linkcolor=blue,citecolor=blue,filecolor=magenta,urlcolor=blue}
+
+
+
+
+\usepackage{xcolor}
+%\newcommand{\contrib}[1]{\textcolor{red}{#1}}
+%\newcommand{\comment}[1]{\textcolor{blue}{#1}}
+
+%\newcommand{\WN}[1]{{\color{red} #1}}
+
+\makeatletter
+\def\@bibdataout@aps{%
+\immediate\write\@bibdataout{%
+@CONTROL{%
+apsrev41Control%
+\longbibliography@sw{%
+    ,author="08",editor="1",pages="1",title="0",year="1"%
+    }{%
+    ,author="08",editor="1",pages="1",title="",year="1"%
+    }%
+  }%
+}%
+\if@filesw \immediate \write \@auxout {\string \citation {apsrev41Control}}\fi
+}
+\makeatother
+
+
+%\usepackage[left]{lineno}
+%\linenumbers
+
+
+\begin{document}
+%\pagenumbering{gobble} 
+
+\title{Regression Analysis and Resampling Methods}
+
+\author{Lars Bogner}
+\affiliation{\url{https://github.uio.no/larsbog/FYSSTK-Project1}}
+
+
+\begin{abstract}
+    Advances in artificial intelligence/machine learning methods provide tools that have broad applicability in scientific research.  These techniques are being applied across the diversity of nuclear physics research topics, leading to advances that will facilitate scientific discoveries and societal applications. 
+    This review provides a snapshot of nuclear physics research  which has been transformed by  artificial intelligence and machine learning techniques. 
+\end{abstract}
+
+\maketitle
+
+\tableofcontents
+
+
+\section{Introduction} 
+\input{chapters/introduction.tex}
+
+
+\section{Methods}
+
+\input{chapters/methods.tex}
+
+\section{Results}
+\input{chapters/results.tex}
+
+\section{Conclusion}
+\input{chapters/conclusion.tex}
+
+\section{Perspective}
+\input{chapters/perspective.tex} 
+
+\bibliography{include/sources/references} % add  references to this file
+\end{document}
diff --git a/report/mainNotes.bib b/report/mainNotes.bib
new file mode 100644
index 0000000..bd1bbca
--- /dev/null
+++ b/report/mainNotes.bib
@@ -0,0 +1,2 @@
+@CONTROL{REVTEX41Control}
+@CONTROL{apsrev41Control,author="08",editor="1",pages="1",title="0",year="1"}