Researchers are exploring the use of multi-scale theoretical modeling and molecular simulation frameworks to develop high-performance materials, including concrete. Various studies are investigating the application of these frameworks in different fields, such as soft matter physics and materials science. The approaches being examined include the use of deep learning, active learning, and first-principles molecular dynamics simulations to improve the design and understanding of complex materials.