Alexis Direr, a researcher at the University of Orleans in France, has released a paper summarizing the mathematical underpinnings of Uniswap and other exchanges based on Automated Market Makers.
Automated Market Maker is the term for a class of decentralized exchange that reached significant popularity in 2020, spearheaded by Uniswap.