Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys

Mathematics

• Fatigue Crack 97%
• Nucleation 73%
• Data-driven 62%
• Crack 53%
• Prediction 44%
• Fatigue 37%
• Crystal Plasticity 31%
• Bayesian Classification 14%
• Multiscale Model 12%
• Finite Element Model 11%
• Microstructure 10%
• Exterior Domain 10%
• Plasticity 10%
• Bayesian inference 9%
• Homogenization 9%
• Model 9%
• Predictors 8%
• Continuum 8%
• Scalar 6%
• Simulation 5%

Engineering & Materials Science

• Superalloys 58%
• Nucleation 57%
• Fatigue of materials 38%
• Plasticity 25%
• Crystals 18%
• Crystallography 14%
• Electron diffraction 12%
• Scanning electron microscopy 7%
• Machine learning 6%
• Microstructure 6%

Chemical Compounds

• Nucleation 45%
• Electron Backscatter Diffraction 13%
• Plastic Property 10%
• Volume 10%
• Crystallography 9%
• Polycrystalline Solid 8%
• Indicator 8%
• Microstructure 6%
• Simulation 5%
• Scanning Electron Microscopy 5%