Uncertainty quantification of fatigue S-N curves with sparse data using hierarchical Bayesian data augmentation

Mathematics

• S-N Curve 100%
• Sparse Data 75%
• Fatigue 75%
• Data Augmentation 74%
• Uncertainty Quantification 74%
• Hierarchical Modeling 62%
• Bayesian Modeling 57%
• Testing 9%
• Strategy 9%
• Aluminum Alloy 6%
• Fatigue Life 6%
• Budget Constraint 6%
• Laminates 5%
• Panel Data 5%
• Performance 5%
• Prior Information 4%
• Quantification 4%
• Availability 4%
• Confidence 4%
• Integrate 4%
• Resources 4%
• Engineering 3%
• Sample Size 3%
• Methodology 3%
• Review 3%
• Observation 2%
• Estimate 1%

Chemical Compounds

• Testing of Material 93%
• Aluminium Alloy 60%
• Time 20%

Engineering & Materials Science

• Fatigue of materials 38%
• Uncertainty 34%
• Materials testing 13%
• Fatigue testing 13%
• Ports and harbors 13%
• Laminates 10%
• Aluminum alloys 9%
• Availability 7%
• Testing 5%