(Funded by the U.S. National Science Foundation)
Scientists have blended electron microscopy with artificial intelligence (AI) so they can observe the movements of atoms in nanoparticles at an unprecedented time resolution. Because the atoms are usually barely visible in electron microscope images, scientists cannot be sure how they are behaving. So, the scientists in this study trained a deep neural network, AIβs computational engine, that can βlight upβ the electron-microscope images, revealing the underlying atoms and their dynamic behaviors. βWe have developed an artificial-intelligence method that opens a new window for the exploration of atomic-level structural dynamics in materials,β says Carlos Fernandez-Granda, one of the scientists involved in this study.
Categories: NNI-NEWS, U.S. National Science Foundation