Japanese garden design for a villa often incorporates traditional elements such as rock formations, water features, and minimalist planting. The goal is to create a serene and natural-looking space that complements the architectural style of the villa. Key features include a focus on symmetry, the use of raked gravel, and incorporating natural materials to enhance the tranquil atmosphere.