Innovative concrete reinforcement materials

Concrete is the most widely used construction material on Earth, yet conventional steel-reinforced concrete is vulnerable to corrosion, cracking, and the environmental costs of cement and virgin aggregate production. Researchers are developing alternatives such as fiber-reinforced and ultra-high performance concrete, which incorporate steel, polymer, or other fibers to dramatically improve tensile strength, toughness, and durability while reducing structural weight. A growing body of work also examines how industrial and consumer waste — including rubber from discarded tires and other recycled materials — can substitute for conventional aggregates without unacceptably compromising mechanical performance. Open questions center on reliably predicting long-term durability across variable material combinations, an area where machine learning methods like artificial neural networks are beginning to offer faster, data-driven alternatives to exhaustive laboratory testing.

Works

67,904

Total citations

835,541

Keywords

Fiber Reinforced ConcreteMechanical PropertiesUltra-High Performance ConcreteRecycled MaterialsArtificial Neural NetworksDurability