A Hybrid Polynomial Chaos Expansion-Based Surrogate Framework for Reliability and Interpretability of Concrete Compressive Strength

Engineering

• Compression Strength 50%
• Compressive Strength 50%
• Concrete Compressive Strength 100%
• Concrete Mixture 50%
• Concrete Strength 50%
• Extractor 50%
• Hybrid Model 50%
• Interpretability 100%
• Latin-Hypercube Sampling 50%
• Learning System 50%
• Metrics 50%
• Model Tree 50%
• Reliability Analysis 50%
• Reliability Assessment 50%
• Reliability Based Design 50%
• Surrogate Model 50%
• Uncertainty Quantification 50%

Keyphrases

• Boosted Trees 16%
• Classical Statistical 16%
• Data-driven Surrogates 16%
• Expansion Model 16%
• Hybrid Gradient 16%
• Hybrid Polynomials 100%
• Mix Optimization 16%
• Nonlinear Mapping 16%
• Polynomial Chaos Kriging 16%
• Reliability Metrics 16%
• Statistical Surrogates 16%
• Tree Response 16%