Tuning Mechanical Properties in Polycrystalline Solids Using a Deep Generative Framework

Physics & Astronomy

• toughness 95%
• tuning 84%
• mechanical properties 74%
• misalignment 65%
• artificial intelligence 65%
• brittle materials 55%
• learning 48%
• crystals 32%
• composite materials 27%
• simulation 25%
• genetic algorithms 25%
• molecular dynamics 16%
• geometry 12%

Engineering & Materials Science

• Toughness 84%
• Mechanical properties 72%
• Crystals 66%
• Crystalline materials 46%
• Deep learning 40%
• Artificial intelligence 39%
• Polycrystalline materials 34%
• Crystal orientation 31%
• Nanostructured materials 27%
• Biomaterials 27%
• Composite materials 26%
• Molecular dynamics 25%
• Computer simulation 24%
• Brittleness 24%
• Raw materials 21%
• Genetic algorithms 15%
• Geometry 13%
• Experiments 7%

Chemical Compounds

• Polycrystalline Solid 100%
• Simulation 53%
• Composite Material 27%
• Biomaterial 23%
• Raw Material 23%
• Molecular Dynamics 20%
• Block Like Crystal 19%
• Nanomaterial 17%
• Reaction Yield 11%