Classifying handedness in chiral nanomaterials using label error robust deep learning

Mathematics

• Error Rate 26%
• Evaluate 9%
• Handed 19%
• High Throughput 16%
• Labeling 23%
• Learning 53%
• Minimise 9%
• Mirror 13%
• Nanomaterials 100%
• Nanoparticles 34%
• Neural Networks 33%
• Relationships 7%
• Scanning Electron Microscopy 41%
• Teaching 12%
• Training 50%

Engineering & Materials Science

• Deep learning 52%
• Labeling 16%
• Labels 50%
• Mirrors 8%
• Nanoparticles 16%
• Nanostructured materials 73%
• Neural networks 15%
• Scanning electron microscopy 13%
• Teaching 7%
• Tellurium 13%
• Throughput 5%

Chemistry

• Application 2%
• Error 44%
• Label 52%
• Nanomaterial 37%
• Nanoparticle 8%
• Reaction Yield 3%
• Scanning Electron Microscopy 10%