Summary
Used cloud-based artificial intelligence to model molecular behavior and design self‑healing, biomass‑based asphalt for road infrastructure. Addressed cracking, potholes, and long‑term durability challenges in traditional materials. Reduced reliance on petroleum inputs while extending pavement lifespan. Enabled faster materials discovery and more sustainable infrastructure development.