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A team of scientists at Sandia National Laboratories found that by using Machine Learning that they are able to make materials science calculations 40,000 times faster. Using the technique, it is possible to make calculations in 15 minutes that would have previously required a year of computations.
David Montes de Oca Zapiain, scientist at Sandia, said that “we’re shortening the design cycle. The design of components grossly outpaces the design of the materials you need to build them. We want to change that. Once you design a component, we’d like to be able to design a compatible material for that component without needing to wait for years, as it happens with the current process.”
The Sandia scientists seek to apply their new approach towards the investigation of developing new ultrathin optical materials that could be used in monitors and screens.