diff --git a/article/abscab_main.pdf b/article/abscab_main.pdf
index 15ca050..6ec3014 100644
Binary files a/article/abscab_main.pdf and b/article/abscab_main.pdf differ
diff --git a/article/bibliography.bib b/article/bibliography.bib
index 73ac56b..8fca03c 100644
--- a/article/bibliography.bib
+++ b/article/bibliography.bib
@@ -10,7 +10,7 @@ @book{jackson
   year = {2014}
 }
 
-@book{ dHaseleer,
+@book{dHaseleer,
  Title                    = {{Flux Coordinates and Magnetic Field Structure}},
   Author                   = {W.D. D'haeseleer and W.N. G. Hitchon and ID. Callen and J.L. Shohet},
   Publisher                = {Springer Berlin Heidelberg},
@@ -37,10 +37,6 @@ @book{numrec
  chapter={6.12}
 }
 
-
-
-
-
 @article{hooke_jeeves_1961,
  author = {Hooke, Robert and Jeeves, T. A.},
  title = {{``Direct Search'' Solution of Numerical and Statistical Problems}},
@@ -198,11 +194,6 @@ @article{werner_2008
 doi={10.1063/1.2957933}
 }
 
-
-
-
-
-
 @article{hanson_2009,
 title={{V3FIT: a code for three-dimensional equilibrium reconstruction}},
 author={James D. Hanson and Steven P. Hirshman and Stephen F. Knowlton and Lang L. Lao and Edward A. Lazarus and John M. Shields},
@@ -318,17 +309,12 @@ @article{sunnpedersen_2016
 and Klinger, T.
 and Wolf, R. C.
  and Bosch, H.-S.
- and The Wendelstein 7-X Team
-},
-journal={Nature Communications
-},
-volume={7
-},
+ and The Wendelstein 7-X Team},
+journal={Nature Communications},
+volume={7},
 year={2016},
-pages={13493
-},
-doi={10.1038/ncomms13493
-}
+pages={13493},
+doi={10.1038/ncomms13493}
 }
 
 
@@ -397,7 +383,7 @@ @book{bronstein
 @article{bulirsch_1,
   title  = {{Numerical Calculation of Elliptic Integrals and Elliptic Functions}},
   author = {R. Bulirsch},
-  jornal = {Numer. Math.},
+  journal = {Numer. Math.},
   volume = {7},
   pages  = {78 - 90},
   year   = {1965},
@@ -407,7 +393,7 @@ @article{bulirsch_1
 @article{bulirsch_3,
   title  = {{Numerical Calculation of Elliptic Integrals and Elliptic Functions. III}},
   author = {R. Bulirsch},
-  jornal = {Numer. Math.},
+  journal = {Numer. Math.},
   volume = {13},
   pages  = {305 - 315},
   year   = {1969},
@@ -438,7 +424,7 @@ @article{walstrom_2017
  month = {8},
  year = {2017},
  doi = {10.2172/1377379},
- place = {United States},
+ journal={Los Alamos National Lab, Los Alamos, NM (United States)},
 }
 
 @manual{mpmath,