Scientific discovery often relies on the rapid and accurate expression of mathematical equations. Traditional equation editors can be laborious, hindering the momentum of scientific progress. To address this challenge, innovative tools are emerging that optimize the equation typing process. Such tools leverage advancements in natural language proce