Clean code for Algorithms

I recently had to dig into pure algorithmic code at work in order to implement a research paper.

Exploring the literature, I was pretty astonished to see how clean code is generally ignored in this sphere. I first assumed it was for performance reasons so I decided to investigate a bit further.