Nothing to do with publishing difficulties at all. It was simply the way a married French woman would be addressed at the time - as "Madame [husband's full name]", eg Michelle Obama would be "Mme Barack Obama". (It's still in use in more formal / old-fashioned contexts.) The reader would understand that the author of the book was Pierre Curie's wife, rather than him.