Simulations play a pivotal role in the design of new materials. By predicting the properties of hypothetical materials, researchers can identify promising candidates for experimental synthesis. This predictive capability accelerates the development of materials with desired properties, such as enhanced mechanical strength, electrical conductivity, or thermal stability.