A student works a problem in a second grade math class at Place Bridge Academy, May 20, 2025, in Denver. Early experiences with math can shape whether a student decides they're a "math person" or not.

Stacie Marvin is a math educator in Howard County, Md. A national-board-certified teacher, she was a 2019 recipient of the Presidential Award for Excellence in Mathematics and Science Teaching.

We present a new visual parsing method based on convolutional neural networks for handwritten mathematical formulas. The Query-Driven Global Graph Attention (QD-GGA) parsing model employs multi-task ...