The data-intensive scientific revolution occurring where two-dimensional materials meet machine learning

Physics & Astronomy

• chemical properties 16%
• electronics 8%
• graphene 12%
• intersections 15%
• isolation 14%
• machine learning 100%
• materials science 17%
• mechanical properties 10%
• physical properties 12%
• predictions 8%
• preparation 11%
• synthesis 11%
• thermodynamic properties 12%

Engineering & Materials Science

• Chemical properties 17%
• Electronic properties 24%
• Functional materials 22%
• Graphene 18%
• Machine learning 57%
• Materials science 19%
• Mechanical properties 10%
• Physical properties 14%
• Thermodynamic properties 14%

Chemical Compounds

• Electronic Property 9%
• Graphene 7%
• Thermodynamic Property 9%