Machine Learning Assisted Screening of Two-Dimensional Materials for Water Desalination

Physics & Astronomy

• machine learning 100%
• screening 68%
• membranes 57%
• salts 52%
• water 44%
• rejection 41%
• porosity 28%
• molecular dynamics 28%
• education 19%
• performance 17%
• chemistry 16%
• graphene 16%
• mechanical properties 13%
• geometry 11%
• atoms 9%
• simulation 7%

Engineering & Materials Science

• Desalination 91%
• Membranes 66%
• Machine learning 57%
• Salts 54%
• Water 42%
• Fluxes 31%
• Functional materials 27%
• Graphene 23%
• Seawater 21%
• Atoms 20%
• Mechanical properties 12%
• Geometry 11%
• Computer simulation 10%
• Experiments 6%

Chemical Compounds

• Molecular Dynamics 38%
• Pore 34%
• Simulation 16%
• Application 16%
• Chemistry 15%
• Pressure 15%