diff --git a/README.md b/README.md
index 3e85b4cc..e7fab0c9 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,28 @@
 # Quantum Package 2.0
 
+<img src="https://raw.githubusercontent.com/QuantumPackage/qp2/master/data/qp2.png" width="250">
+
 
 [*Quantum package 2.0: an open-source determinant-driven suite of programs*](https://pubs.acs.org/doi/10.1021/acs.jctc.9b00176)\
 Y. Garniron, K. Gasperich, T. Applencourt, A. Benali, A. Ferté, J. Paquier, B. Pradines, R. Assaraf, P. Reinhardt, J. Toulouse, P. Barbaresco, N. Renon, G. David, J. P. Malrieu, M. Véril, M. Caffarel, P. F. Loos, E. Giner and A. Scemama\
-J. Chem. Theory Comput. (2019)\
+J. Chem. Theory Comput., 15:6, 3591--3609, (2019)\
 https://arxiv.org/abs/1902.08154
 
-
-<img src="https://raw.githubusercontent.com/QuantumPackage/qp2/master/data/qp2.png" width="250">
+```
+@article{doi:10.1021/acs.jctc.9b00176,
+  author = {Garniron, Yann and Applencourt, Thomas and Gasperich, Kevin and Benali, Anouar and Ferté, Anthony and Paquier, Julien and Pradines, Barthélémy and Assaraf, Roland and Reinhardt, Peter and Toulouse, Julien and Barbaresco, Pierrette and Renon, Nicolas and David, Grégoire and Malrieu, Jean-Paul and Véril, Mickaël and Caffarel, Michel and Loos, Pierre-François and Giner, Emmanuel and Scemama, Anthony},
+  title = {Quantum Package 2.0: An Open-Source Determinant-Driven Suite of Programs},
+  journal = {Journal of Chemical Theory and Computation},
+  volume = {15},
+  number = {6},
+  pages = {3591-3609},
+  year = {2019},
+  doi = {10.1021/acs.jctc.9b00176},
+  note ={PMID: 31082265},
+  URL = { https://doi.org/10.1021/acs.jctc.9b00176 },
+  eprint = { https://doi.org/10.1021/acs.jctc.9b00176 }
+}
+```
 
 # Getting started
 
diff --git a/docs/source/research.bib b/docs/source/research.bib
index df7d1b54..67a40766 100644
--- a/docs/source/research.bib
+++ b/docs/source/research.bib
@@ -28,18 +28,22 @@
         year = 2019,
         month = {may},
         publisher = {American Chemical Society ({ACS})},
-        author = {Pierre-Francois Loos and Bartélémy Pradines and Anthony Scemama and Julien Toulouse and Emmanuel Giner},
-        title = {A Density-Based Basis-Set Correction For Wave Function Theory},
+        volume = {10},
+        number = {11},
+        pages = {2931--2937},
+        author = {Pierre-Fran{\c{c}}ois Loos and Barth{\'{e}}l{\'{e}}my Pradines and Anthony Scemama and Julien Toulouse and Emmanuel Giner},
+        title = {A Density-Based Basis-Set Correction for Wave Function Theory},
         journal = {The Journal of Physical Chemistry Letters}
 }
 
+
 @article{Garniron_2019,
         doi = {10.1021/acs.jctc.9b00176},
         url = {https://doi.org/10.1021%2Facs.jctc.9b00176},
         year = 2019,
         month = {may},
         publisher = {American Chemical Society ({ACS})},
-        author = {Yann Garniron and Thomas Applencourt and Kevin Gasperich and Anouar Benali and Anthony Ferte and Julien Paquier and Bartélémy Pradines and Roland Assaraf and Peter Reinhardt and Julien Toulouse and Pierrette Barbaresco and Nicolas Renon and Gregoire David and Jean-Paul Malrieu and Mickael Veril and Michel Caffarel and Pierre-Francois Loos and Emmanuel Giner and Anthony Scemama},
+        author = {Yann Garniron and Thomas Applencourt and Kevin Gasperich and Anouar Benali and Anthony Fert{\'{e}} and Julien Paquier and Barth{\'{e}}l{\'{e}}my Pradines and Roland Assaraf and Peter Reinhardt and Julien Toulouse and Pierrette Barbaresco and Nicolas Renon and Gr{\'{e}}goire David and Jean-Paul Malrieu and Mickaël V{\'{e}}ril and Michel Caffarel and Pierre-Fran{\c{c}}ois Loos and Emmanuel Giner and Anthony Scemama},
         title = {Quantum Package 2.0: An Open-Source Determinant-Driven Suite of Programs},
         journal = {Journal of Chemical Theory and Computation}
 }