Denoising scanning tunneling microscopy images of graphene with supervised machine learning

Engineering & Materials Science

• Scanning tunneling microscopy 100%
• Graphene 66%
• Machine learning 41%
• Electronic structure 16%
• Graphite 11%
• Convolutional neural networks 10%
• Scanning 8%
• Defects 7%

Physics & Astronomy

• machine learning 71%
• scanning tunneling microscopy 54%
• graphene 45%
• education 24%
• artifacts 11%
• graphite 5%
• electronic structure 4%
• filters 4%
• scanning 3%
• defects 3%
• simulation 2%

Chemical Compounds

• Scanning Tunneling Microscopy 57%
• Graphene 39%
• Electronic State 8%
• Graphite 8%
• Application 7%
• Surface 3%