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

Physics & Astronomy

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

Engineering & Materials Science

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

Chemical Compounds

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