Manufacturing design example. Details at the link.
AI-designed heat pumps consume less energy
by Laure-Anne Pessina, Ecole Polytechnique Federale de Lausanne in Techxplore
"... At EPFL's Laboratory for Applied Mechanical Design on the Microcity campus, a team of researchers led by Jürg Schiffmann has developed a method that makes it easier and faster to add turbocompressors to heat pumps. Using a machine-learning process called symbolic regression, the researchers came up with simple equations for quickly calculating the optimal dimensions of a turbocompressor for a given heat pump. Their research just won the Best Paper Award at the 2019 Turbo Expo Conference held by the American Society of Mechanical Engineers. ... "
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