The article focuses on two-dimensional (2D) materials, which have a wide range of applications spanning electronics, optics, energy storage, and more. Researchers have developed high-throughput computational strategies to predict and guide the synthesis of 2D materials through chemical exfoliation, enhancing efficiency and expanding the variety of materials available.