This approach has many potential applications. Primarily, it offers a quick way to build crystal structures, accelerating computational materials science tasks and allowing researchers to proceed more quickly to the characterization step. Text2Struc also lowers the barrier of programmatic and crystallographic expertise required to get started with computational analysis by linking hu- ) "GPT" with partial parameter mentions, (3) "Robocrystal" focusing on formula and space group with environmental descriptors, and ( ) "Spacegroup" featuring only formula and space group.