diff --git a/paper.bib b/paper.bib
index e1c2f32cbf39edb3fad39b662c793aa79ed3cf44..6a6b4996ab0014e64499971bd4ed74a688a27152 100755
--- a/paper.bib
+++ b/paper.bib
@@ -1,3 +1,4 @@
+% Encoding: UTF-8
 @Misc{Nijholt2019a,
   author       = {Bas Nijholt and Joseph Weston and Jorn Hoofwijk and Anton Akhmerov},
   title        = {python-adaptive/adaptive: version 0.7.3},
@@ -23,28 +24,30 @@
   year={2019}
 }
 
-@article{bommer2019spin,
-  title={Spin-orbit protection of induced superconductivity in Majorana nanowires},
-  author={Bommer, Jouri DS and Zhang, Hao and G{\"u}l, {\"O}nder and Nijholt, Bas and Wimmer, Michael and Rybakov, Filipp N and Garaud, Julien and Rodic, Donjan and Babaev, Egor and Troyer, Matthias and others},
-  journal={Physical review letters},
-  volume={122},
-  number={18},
-  pages={187702},
-  year={2019},
-  publisher={APS}
+@Article{bommer2019spin,
+  author    = {Bommer, Jouri DS and Zhang, Hao and Gül, Önder and Nijholt, Bas and Wimmer, Michael and Rybakov, Filipp N and Garaud, Julien and Rodic, Donjan and Babaev, Egor and Troyer, Matthias and others},
+  title     = {Spin-orbit protection of induced superconductivity in Majorana nanowires},
+  journal   = {Physical review letters},
+  year      = {2019},
+  volume    = {122},
+  number    = {18},
+  pages     = {187702},
+  doi       = {10.1103/PhysRevLett.122.187702},
+  publisher = {APS},
 }
 
-@article{melo2019supercurrent,
-  title={Supercurrent-induced Majorana bound states in a planar geometry},
-  author={Melo, Andr{\'e} and Rubbert, Sebastian and Akhmerov, Anton R},
-  journal={arXiv preprint arXiv:1905.02725},
-  year={2019}
+@Article{melo2019supercurrent,
+  author  = {Melo, André and Rubbert, Sebastian and Akhmerov, Anton R},
+  title   = {Supercurrent-induced Majorana bound states in a planar geometry},
+  journal = {arXiv preprint arXiv:1905.02725},
+  year    = {2019},
 }
 
 @inproceedings{gramacy2004parameter,
   title={Parameter space exploration with Gaussian process trees},
   author={Gramacy, Robert B and Lee, Herbert KH and Macready, William G},
   booktitle={Proceedings of the twenty-first international conference on Machine learning},
+  doi={10.1145/1015330.1015367},
   pages={45},
   year={2004},
   organization={ACM}
@@ -71,25 +74,26 @@
   author={Chen, Yuhang and Peng, Chaoyang},
   journal={Measurement Science and Technology},
   volume={28},
+  doi={10.1088/1361-6501/aa7d31},
   number={10},
   pages={105005},
   year={2017},
   publisher={IOP Publishing}
 }
 
-@article{takhtaganov2018adaptive,
-  title={Adaptive Gaussian process surrogates for Bayesian inference},
-  author={Takhtaganov, Timur and M{\"u}ller, Juliane},
-  journal={arXiv preprint arXiv:1809.10784},
-  year={2018}
+@Article{takhtaganov2018adaptive,
+  author  = {Takhtaganov, Timur and Müller, Juliane},
+  title   = {Adaptive Gaussian process surrogates for Bayesian inference},
+  journal = {arXiv preprint arXiv:1809.10784},
+  year    = {2018},
 }
 
-@online{mathematica_adaptive,
-  author = {Stephen Wolfram},
-  title = {{M}athematica: {A}daptive {P}lotting},
-  year = 2011,
-  url = {http://demonstrations.wolfram.com/AdaptivePlotting/},
-  urldate = {2019-09-10}
+@Online{mathematica_adaptive,
+  author  = {Stephen Wolfram},
+  title   = {Mathematica: Adaptive Plotting},
+  year    = {2011},
+  url     = {http://demonstrations.wolfram.com/AdaptivePlotting/},
+  urldate = {2019-09-10},
 }
 
 @inproceedings{visvalingam1990douglas,
@@ -97,18 +101,20 @@
   author={Visvalingam, Mahes and Whyatt, J Duncan},
   booktitle={Computer Graphics Forum},
   volume={9},
+  doi={10.1111/j.1467-8659.1990.tb00398.x},
   number={3},
   pages={213--225},
   year={1990},
   organization={Wiley Online Library}
 }
 
-@book{hu2006theory,
-  title={The theory of response-adaptive randomization in clinical trials},
-  author={Hu, Feifang and Rosenberger, William F},
-  volume={525},
-  year={2006},
-  publisher={John Wiley \& Sons}
+@Book{hu2006theory,
+  author    = {Hu, Feifang and Rosenberger, William F},
+  title     = {The theory of response-adaptive randomization in clinical trials},
+  year      = {2006},
+  volume    = {525},
+  publisher = {John Wiley \& Sons},
+  doi       = {10.1002/047005588X},
 }
 
 @article{emery1998optimal,
@@ -117,6 +123,7 @@
   journal={Measurement Science and Technology},
   volume={9},
   number={6},
+  doi={10.1088/0957-0233/9/6/003},
   pages={864},
   year={1998},
   publisher={IOP Publishing}
@@ -127,6 +134,7 @@
   author={Gonnet, Pedro},
   journal={ACM Transactions on Mathematical Software (TOMS)},
   volume={37},
+  doi={10.1145/1824801.1824804},
   number={3},
   pages={26},
   year={2010},
@@ -141,10 +149,10 @@
   year={1996}
 }
 
-@misc{Mathematica,
-  author = {Wolfram Research{,} Inc.},
-  title = {Mathematica, {V}ersion 12.0},
-  note = {Champaign, IL, 2019}
+@Misc{Mathematica,
+  author = {Wolfram Research, Inc.},
+  title  = {Mathematica, Version 12.0},
+  note   = {Champaign, IL, 2019},
 }
 
 @misc{adaptive_docs,
@@ -161,6 +169,7 @@
   number={1-2},
   pages={123--152},
   year={1999},
+  doi={10.1016/S0377-0427(99)00156-9},
   publisher={Elsevier}
 }
 
@@ -172,6 +181,7 @@
   number={1},
   pages={64--84},
   year={1989},
+  doi={10.1016/0021-9991(89)90035-1},
   publisher={Elsevier}
 }
 
@@ -183,6 +193,7 @@
   number={3},
   pages={484--512},
   year={1984},
+  doi={10.1016/0021-9991(84)90073-1},
   publisher={Elsevier}
 }
 
@@ -192,18 +203,20 @@
   booktitle={Proceedings of the 25th annual conference on Computer graphics and interactive techniques},
   pages={85--94},
   year={1998},
+  doi={10.1145/280814.280826},
   organization={Citeseer}
 }
 
-@inproceedings{alliez2003anisotropic,
-  title={Anisotropic polygonal remeshing},
-  author={Alliez, Pierre and Cohen-Steiner, David and Devillers, Olivier and L{\'e}vy, Bruno and Desbrun, Mathieu},
-  booktitle={ACM Transactions on Graphics (TOG)},
-  volume={22},
-  number={3},
-  pages={485--493},
-  year={2003},
-  organization={ACM}
+@InProceedings{alliez2003anisotropic,
+  author       = {Alliez, Pierre and Cohen-Steiner, David and Devillers, Olivier and Lévy, Bruno and Desbrun, Mathieu},
+  title        = {Anisotropic polygonal remeshing},
+  booktitle    = {ACM Transactions on Graphics (TOG)},
+  year         = {2003},
+  volume       = {22},
+  number       = {3},
+  organization = {ACM},
+  pages        = {485--493},
+  doi          = {10.1145/882262.882296},
 }
 
 @article{nijholt2016orbital,
@@ -213,6 +226,7 @@
   volume={93},
   number={23},
   pages={235434},
+  doi={10.1103/PhysRevB.93.235434},
   year={2016},
   publisher={APS}
 }
@@ -223,6 +237,7 @@
   journal={IMA journal of numerical analysis},
   volume={10},
   number={1},
+  doi={10.1093/imanum/10.1.137},
   pages={137--154},
   year={1990},
   publisher={Oxford University Press}
@@ -233,8 +248,11 @@
   author={Clenshaw, Charles W and Curtis, Alan R},
   journal={Numerische Mathematik},
   volume={2},
+  doi={10.1007/BF01386223},
   number={1},
   pages={197--205},
   year={1960},
   publisher={Springer}
 }
+
+@Comment{jabref-meta: databaseType:biblatex;}