diff --git a/docs/amg4psblas_1.2-guide.pdf b/docs/amg4psblas_1.2-guide.pdf
index 20f367a7..d4618a40 100644
Binary files a/docs/amg4psblas_1.2-guide.pdf and b/docs/amg4psblas_1.2-guide.pdf differ
diff --git a/docs/html/index.html b/docs/html/index.html
index 8a71fff6..7ba2c4c5 100644
--- a/docs/html/index.html
+++ b/docs/html/index.html
@@ -31,7 +31,7 @@ class="cmr-12">University of Rome Tor-Vergata and IAC-CNR
Software version: 1.2
December 31st, 2024
+class="cmr-12">June 9th, 2025
diff --git a/docs/html/userhtml.html b/docs/html/userhtml.html
index 8a71fff6..7ba2c4c5 100644
--- a/docs/html/userhtml.html
+++ b/docs/html/userhtml.html
@@ -31,7 +31,7 @@ class="cmr-12">University of Rome Tor-Vergata and IAC-CNR
Software version: 1.2
December 31st, 2024
+class="cmr-12">June 9th, 2025
diff --git a/docs/html/userhtmlse2.html b/docs/html/userhtmlse2.html
index 225a3eab..bbf1ec6b 100644
--- a/docs/html/userhtmlse2.html
+++ b/docs/html/userhtmlse2.html
@@ -38,33 +38,35 @@ class="cmr-12">AMG4PSBLAS is available from the web site
href="https://psctoolkit.github.io/products/amg4psblas/" >https://psctoolkit.github.io/products/amg4psblas/
where contact points for further information can be also found. -
The software is available under a modified BSD license, as specified in Appendixwhere contact points for further information can be also found. The software is available +under a modified BSD license, as specified in Appendix A; +class="cmr-12">; please note that some of the please note that some of the optional third party libraries may be licensed under a +class="cmr-12">optional third party libraries may be licensed under a different and more stringent different and more stringent license, most notably the GPL, and this should be taken +class="cmr-12">license, most notably the GPL, and this should be taken into account when treating into account when treating derived works. -
derived works. +
The library defines a version string with the constant

whose current value is 1.01.2
+
The main development team for AMG4PSBLAS is:
Fabio Durastante, University of Pisa and IAC-CNR, IT;
Salvatore Filippone, University of Rome Tor-Vergata and IAC-CNR, IT;
Other contributors: +
+
Luca Pepè Sciarria; +
Andea Di Iorio;
Zaak Beekman; +
Ambra Abdullahi Hassan.
When use the library, please cite the following: +
When using the library, please cite the following:
-@article{DDF2021,
- author = {D’Ambra, Pasqua and Durastante, Fabio and Filippone, Salvatore},
- title = {{{AMG Preconditioners for Linear Solvers towards Extreme Scale}},
- journal = {arXiv e-preprints},
- eprint = {2006.16147v3},
- archivePrefix = {arXiv},
- year={2021}
- }
+@article {MR4331965,
+ AUTHOR = {D’Ambra, Pasqua and Durastante, Fabio and Filippone, Salvatore},
+ TITLE = {A{MG} preconditioners for linear solvers towards extreme
+ scale},
+ JOURNAL = {SIAM J. Sci. Comput.},
+ FJOURNAL = {SIAM Journal on Scientific Computing},
+ VOLUME = {43},
+ YEAR = {2021},
+ NUMBER = {5},
+ PAGES = {S679--S703},
+ ISSN = {1064-8275,1095-7197},
+ MRCLASS = {65F50 (65F08 65F10 65N55 65Y05)},
+ MRNUMBER = {4331965},
+ MRREVIEWER = {Yongzhong\ Song},
+ DOI = {10.1137/20M134914X},
+}
@Misc{psctoolkit-web-page,
author = {D’Ambra, Pasqua and Durastante, Fabio and Filippone, Salvatore},
@@ -107,7 +138,7 @@ class="cmr-12">When use the library, please cite the following:
year = {2021}
}
-+
diff --git a/docs/html/userhtmlse4.html b/docs/html/userhtmlse4.html
index 4961bca3..d149d1ab 100644
--- a/docs/html/userhtmlse4.html
+++ b/docs/html/userhtmlse4.html
@@ -790,15 +790,13 @@ class="cmr-12">In this particular example we are choosing to employ a We then have to initialize the GPU environment, and pass the appropriate MOLD
variables to the build methods (see also the PSBLAS and PSBLAS-EXT users’
-guides).
+class="cmr-12">variables to the build methods (see also the PSBLAS users’ guide).
@@ -914,8 +912,11 @@ class="cmtt-12">INVT
AINV
+ POLY and their ℓ1 Degree of the polynomial accelerator, is
equal to the number of matrix-vector
products performed by the smoother. Is
+class="cmr-10">products performed by the smoother.’POLY’
+class="cmr-10">Ignored if the smoother is not ’POLY’