diff --git a/paper/paper.bib b/paper/paper.bib
index 3e0e009..5805923 100644
--- a/paper/paper.bib
+++ b/paper/paper.bib
@@ -1,9 +1,9 @@
 @article{ferrini1992,
   author = {{Ferrini}, Federico and {Matteucci}, Francesca and {Pardi}, Chiara and {Penco}, Umberto},
-  title = "{Evolution of Spiral Galaxies. I. Halo-Disk Connection for the Evolution of the Solar Neighborhood}",
-  journal = {\apj},
+  title = {Evolution of Spiral Galaxies. {I}. Halo-Disk Connection for the Evolution of the {S}olar Neighborhood},
+  journal = {Astrophysical Journal},
   year = "1992",
-  month = "Mar",
+  month = mar,
   volume = {387},
   pages = {138},
   doi = {10.1086/171066},
@@ -14,7 +14,7 @@ @article{ferrini1992
 @article{portinari1998,
   author = {{Portinari} L., {Chiosi} C., {Bressan} A.},
   title = "{Galactic chemical enrichment with new metallicity dependent stellar yields}",
-  journal = {A\&A},
+  journal = {Astronomy \& Astrophysics},
   year = "1998",
   volume = {334},
   pages = {505-539},
@@ -36,10 +36,10 @@ @article{molla2017
 
 @article{rybizki2017,
   author = {{Rybizki, Jan} and {Just, Andreas} and {Rix, Hans-Walter}},
-  title = {Chempy: A flexible chemical evolution model for abundance fitting - Do the Sun\'{}s abundances alone constrain chemical evolution models?},
+  title = {Chempy: A flexible chemical evolution model for abundance fitting - Do the {S}un\'{}s abundances alone constrain chemical evolution models?},
   doi = {10.1051/0004-6361/201730522},
   url = {https://doi.org/10.1051/0004-6361/201730522},
-  journal = {A\&A},
+  journal = {Astronomy \& Astrophysics},
   year = {2017},
   volume = {605},
   pages = {A59},
@@ -58,7 +58,7 @@ @article{harris2020array
                  Warren Weckesser and Hameer Abbasi and Christoph Gohlke and
                  Travis E. Oliphant},
  year          = {2020},
- month         = {sep},
+ month         = sep,
  journal       = {Nature},
  volume        = {585},
  number        = {7825},
@@ -85,7 +85,7 @@ @article{gavilan2006
   title = {Low and intermediate mass star yields - II. The evolution of nitrogen abundances},
   DOI= "10.1051/0004-6361:20053590",
   url= "https://doi.org/10.1051/0004-6361:20053590",
-  journal = {A\&A},
+  journal = {Astronomy \& Astrophysics},
   year = 2006,
   volume = 450,
   number = 2,
@@ -100,7 +100,7 @@ @InProceedings{bazan2003
 and Zamorano, Jaime
 and Cardiel, Nicol{\'a}s",
 title="Dispersion in Modeled Abundances",
-booktitle="Highlights of Spanish Astrophysics III",
+booktitle="Highlights of {S}panish {A}strophysics III",
 year="2003",
 publisher="Springer Netherlands",
 address="Dordrecht",
@@ -112,7 +112,7 @@ @article{chieffi2004
   doi = {10.1086/392523},
   url = {https://doi.org/10.1086/392523},
   year = 2004,
-  month = {jun},
+  month = jun,
   publisher = {American Astronomical Society},
   volume = {608},
   number = {1},
@@ -126,7 +126,7 @@ @article{sygma2018
   doi = {10.3847/1538-4365/aad691},
   url = {https://doi.org/10.3847/1538-4365/aad691},
   year = 2018,
-  month = {aug},
+  month = aug,
   publisher = {American Astronomical Society},
   volume = {237},
   number = {2},