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diff --git a/README.md b/README.md
@@ -40,6 +40,7 @@ Demidov, Denis, Lin Mu, and Bin Wang. Accelerating linear solvers for Stokes
 problems with C++ metaprogramming. Journal of Computational Science (2020):
 101285.
 [doi](https://doi.org/10.1016/j.jocs.2020.101285)
+[arxiv](https://arxiv.org/pdf/2006.06052.pdf)
 [bib](https://raw.githubusercontent.com/ddemidov/amgcl/master/docs/demidov-mu-wang-20.bib)
 
 ## Support

diff --git a/docs/index.rst b/docs/index.rst
@@ -25,7 +25,7 @@ Referencing
 
 .. [Demi19] Demidov, Denis. `AMGCL: An efficient, flexible, and extensible algebraic multigrid implementation <https://doi.org/10.1134/S1995080219050056>`_. Lobachevskii Journal of Mathematics 40.5 (2019): 535-546. `pdf <https://rdcu.be/bHFsY>`_, :download:`bib <demidov19.bib>`
 .. [Demi20] Demidov, Denis. `AMGCL – A C++ library for efficient solution of large sparse linear systems <https://doi.org/10.1016/j.simpa.2020.100037>`_. Software Impacts, 6:100037, November 2020. :download:`bib <demidov20.bib>`
-.. [DeMW20] Demidov, Denis, Lin Mu, and Bin Wang. `Accelerating linear solvers for Stokes problems with C++ metaprogramming <https://doi.org/10.1016/j.jocs.2020.101285>`_. Journal of Computational Science (2020): 101285. :download:`bib <demidov-mu-wang-20.bib>`
+.. [DeMW20] Demidov, Denis, Lin Mu, and Bin Wang. `Accelerating linear solvers for Stokes problems with C++ metaprogramming <https://doi.org/10.1016/j.jocs.2020.101285>`_. Journal of Computational Science (2020): 101285. `arxiv <https://arxiv.org/pdf/2006.06052.pdf>`_, :download:`bib <demidov-mu-wang-20.bib>`
 
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