Nice paper jaesmine, I also had proposed the idea of solving on the log price to speed up calculations a while ago in a blog post (and based on the nice guess of Dan Stefanica and Rados Radoicic).
https://quantsrus.github.io/post/implied_volatility_algorithms_go_julia/