Nanoparticles under AI-assisted resolution (IMAGE)
Caption
At left is a platinum nanoparticle, imaged via electron microscopy. The data have sufficient spatial resolution to display individual atoms. However, these images are heavily corrupted by noise due to the high-temporal resolution, which is nonetheless necessary to visualize fundamental dynamic behavior on the nanoparticle surface associated with its functionality. At right is the output of an AI system, which is able to effectively remove the noise and reveal the atomic structure of the nanoparticle.
Credit
Courtesy of Arizona State's Peter Crozier and Joshua Vincent and NYU's Carlos Fernandez-Granda and Sreyas Mohan.
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