High-throughput screening and machine learning for the efficient growth of high-quality single-wall carbon nanotubes

Physics & Astronomy

• machine learning 100%
• screening 68%
• carbon nanotubes 67%
• regression analysis 11%
• cobalt 10%
• catalysts 10%
• crystallinity 9%
• Raman spectroscopy 9%
• vapor deposition 8%
• wafers 8%
• synthesis 8%
• nanoparticles 7%
• carbon 7%
• silicon 6%
• temperature 3%

Engineering & Materials Science

• Screening 73%
• Machine learning 57%
• Throughput 54%
• Raman spectroscopy 15%
• Crystallinity 13%
• Silicon wafers 13%
• Chemical vapor deposition 13%
• Cobalt 12%
• Random forests 11%
• Nanoparticles 11%
• Catalysts 9%
• Carbon 8%
• Temperature 4%

Chemical Compounds

• High Throughput Screening 84%
• Single Walled Nanotube 72%
• Chemical Vapour Deposition 14%
• Crystallinity 11%
• Raman Spectroscopy 11%
• Nanoparticle 7%
• Carbon Atom 7%
• Reduction 7%
• Catalyst 6%
• Time 5%