Geometric compositions refer to artistic arrangements that emphasize the use of geometric shapes, forms, and lines to create visual harmony and structure in a work of art. This approach often simplifies natural forms into basic shapes, allowing artists to explore abstraction and the relationship between space and color, which is particularly relevant in movements that prioritize clarity and purity over emotional expression.