diff --git a/README.md b/README.md
index 066df0a2e..21a0c171d 100644
--- a/README.md
+++ b/README.md
@@ -52,6 +52,23 @@ https://doi.org/10.1016/j.cpc.2019.01.021)
 }
 ```
 
+[Version 2.0 announcement](https://doi.org/10.1016/j.cpc.2022.108491)
+
+```BibTeX
+@article{SOM2,
+  title = {{TRIQS/SOM 2.0: Implementation of the stochastic optimization
+            with consistent constraints for analytic continuation}},
+  author = {Igor Krivenko and Andrey S. Mishchenko},
+  journal = {Computer Physics Communications},
+  volume = {280},
+  pages = {108491},
+  year = {2022},
+  issn = {0010-4655},
+  doi = {https://doi.org/10.1016/j.cpc.2022.108491},
+  url = {https://www.sciencedirect.com/science/article/pii/S0010465522002107}
+}
+```
+
 License
 -------
 
diff --git a/doc/TRIQSSOM2.bib b/doc/TRIQSSOM2.bib
new file mode 100644
index 000000000..4cbbc79a0
--- /dev/null
+++ b/doc/TRIQSSOM2.bib
@@ -0,0 +1,11 @@
+@article{TRIQSSOM2,
+  title = {TRIQS/SOM 2.0: Implementation of the stochastic optimization with consistent constraints for analytic continuation},
+  author = {Igor Krivenko and Andrey S. Mishchenko},
+  journal = {Computer Physics Communications},
+  volume = {280},
+  pages = {108491},
+  year = {2022},
+  issn = {0010-4655},
+  doi = {https://doi.org/10.1016/j.cpc.2022.108491},
+  url = {https://www.sciencedirect.com/science/article/pii/S0010465522002107}
+}
diff --git a/doc/about.rst b/doc/about.rst
index a8cc89a73..2bb9ce3bb 100644
--- a/doc/about.rst
+++ b/doc/about.rst
@@ -9,8 +9,8 @@ Authors
 -------
 
 This analytic continuation package is written by Igor Krivenko
-(companion paper [KH2019]_,
-`arXiv:1808.00603 <https://arxiv.org/abs/1808.00603>`_).
+(companion papers [KH2019]_,
+`arXiv:1808.00603 <https://arxiv.org/abs/1808.00603>`_ and [KM2022]_).
 
 It is based on a method devised by Andrey S. Mishchenko and coauthors
 [MPSS2000]_. You can find a detailed description of the method in Chapter 14 of
@@ -35,17 +35,22 @@ by Olga Goulko and coauthors in [GMPPS2017]_.
 .. [KH2019] `I. Krivenko, M. Harland,
    Comput. Phys. Commun. 239, 166-183 (2019)
    <https://doi.org/10.1016/j.cpc.2019.01.021>`_
-   (:download:`bibtex file <TRIQSSOM.bib>`)
+   (:download:`BibTeX file <TRIQSSOM.bib>`)
+
+.. [KM2022] `I. Krivenko, A. S. Mishchenko,
+   Comput. Phys. Commun. 280, 108491 (2022)
+   <https://doi.org/10.1016/j.cpc.2022.108491>`_
+   (:download:`BibTeX file <TRIQSSOM2.bib>`)
 
 .. [MPSS2000]
    `A. S. Mishchenko, N. V. Prokof'ev, A. Sakamoto and B. V. Svistunov,
    Phys. Rev. B 62, 6317 (2000) <https://doi.org/10.1103/PhysRevB.62.6317>`_
-   (:download:`bibtex file <SOM.bib>`)
+   (:download:`BibTeX file <SOM.bib>`)
 
 .. [GMPPS2017]
    `O. Goulko, A. S. Mishchenko, L. Pollet, N. Prokof'ev and B. Svistunov,
    Phys. Rev. B 95, 014102 (2017) <https://doi.org/10.1103/PhysRevB.95.014102>`_
-   (:download:`bibtex file <SOCC.bib>`)
+   (:download:`BibTeX file <SOCC.bib>`)
 
 TRIQS
 -----