  Arising out of this debate over the role of mathematical explanation in indispensability arguments, has been a renewed interest in mathematical explanation for its own sake. This includes work on reconciling mathematical explanations in science with other forms of scientific explanation as well as investigating explanation within mathematics itself. Some of this work includes: Baron (2016) Baron et al. (2017), Colyvan et al. (2018), Lange (2017), Mancosu (2008), and Pincock (2011).