Using CycleGANs to Generate Realistic STEM Images for Machine Learning and Atom-By-Atom Analysis on the Million-Atom Scale
Abstract
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Research context
OpenAlex topics: Machine Learning in Materials Science · Electron and X-Ray Spectroscopy Techniques · Advanced Electron Microscopy Techniques and Applications
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Affiliations
Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign , Urbana, IL ,
Grainger College of Engineering, University of Illinois at Urbana-Champaign , Urbana, IL ,
Current address: School of Applied and Engineering Physics, Cornell University , Ithaca, IL
Department of Physics, University of Illinois at Urbana-Champaign , Urbana, IL ,
Materials Research Laboratory, University of Illinois at Urbana-Champaign , Urbana, IL ,