Corrections for JOSS submission

[jan-janssen]

Fixes #594

@svchb I started to work on your comments.

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 95.91%. Comparing base (778a693) to head (d7df982).
Report is 1 commits behind head on paper.

Additional details and impacted files

@@           Coverage Diff           @@
##            paper     #606   +/-   ##
=======================================
  Coverage   95.91%   95.91%           
=======================================
  Files          25       25           
  Lines        1174     1174           
=======================================
  Hits         1126     1126           
  Misses         48       48           

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