2022/04/28، 05:53 AM
They may not be able to yell "Eureka!" like their human colleagues, but AI/ML systems have shown enormous potential in compound discovery. Whether it's filtering large amounts of data to find new therapeutic compounds. or imagining new recipes using flavor profiles of ingredients. Now a team from Meta AI, working with researchers at the University of Illinois Urbana-Champaign has created an AI that can fabricate and customize formulations for high-strength, low-carbon concrete.
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The traditional methods of creating concrete, which we produce billions of tons of concrete every year, are far from environmentally friendly. In fact, they generate about 8 percent of annual global carbon dioxide emissions. In recent years there have been advances in reducing the concrete industry's carbon footprint. (including making the material durable more flexible But overall, manufacturing remains the most carbon-intensive segment in modern construction.
Reducing the amount of carbon entering concrete may be as simple as changing the admixture that goes into the concrete. The material is made up of four basic components: cement, aggregates, water and admixtures (which act as doping). Research is therefore being done to reduce the amount of cement required by supplementing it with low-carbon materials such as fly ash, slag or crushed glass.