Scientific exploration often relies on the rapid and accurate expression of mathematical equations. Traditional equation editors can be tedious, hindering the flow of scientific development. To overcome this challenge, innovative tools are emerging that accelerate the equation typing process. Novel tools leverage advancements in natural language pr