This research addresses the short lifespan of dental fillings by drawing inspiration from natural tooth structure. Using physics-based simulations, it designs materials with improved bonding and durability. The work has broader applications in aerospace, implants, and protective materials, demonstrating how bio-inspired engineering can enhance performance across multiple high-stress environments.