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NASA and Argonne use deep neural network to enhance CFD code for hypersonic flight

The same propulsion technology that goes into rockets has made hypersonic speeds Mach 5 and beyond, i.e., more than 5 times the speed of sound possible since the 1950s. However, to make hypersonic flight more common and far less expensive than a rocket launch, engineers and scientists are working on advanced jet.

Nanotechnology Now - Press Release: Argonne researchers use AI to optimize a popular material coating technique in real time

Nanotechnology Now Home > Press > Argonne researchers use AI to optimize a popular material coating technique in real time (Image by Fotogrin/Shutterstock.) Abstract: To make computer chips, technologists around the world rely on atomic layer deposition (ALD), which can create films as fine as one atom thick. Businesses commonly use ALD to make semiconductor devices, but it also has applications in solar cells, lithium batteries and other energy-related fields. Argonne researchers use AI to optimize a popular material coating technique in real time Argonne, IL | Posted on June 25th, 2021 Today, manufacturers increasingly rely on ALD to make new types of films, but figuring out how to tweak the process for each new material takes time.

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