A Machine Learning-Assisted Approach to a Rapid and Reliable Screening for Mechanically Stable Perovskite-Based Materials

Engineering & Materials Science

• Perovskite 100%
• Screening 67%
• Machine learning 53%
• Crystal structure 37%
• Density functional theory 21%
• Mechanical stability 19%
• Chemical analysis 18%
• Testing 7%

Physics & Astronomy

• machine learning 92%
• screening 63%
• perovskites 60%
• crystal structure 22%
• education 14%
• density functional theory 11%
• shear 9%
• performance 6%

Chemical Compounds

• Crystal Structure 36%
• Shear 33%
• Density Functional Theory 22%
• Application 11%