Applying uncertainty quantification to structural systems: Parameter reduction for evaluating model complexity

Mathematics

• Model Complexity 100%
• Uncertainty Quantification 95%
• Sensitivity Analysis 27%
• Damper 25%
• Mathematical Model 20%
• Output 20%
• Calibration 19%
• Uncertainty 15%
• Truss Structures 14%
• Evaluate 14%
• Integrated System 13%
• Parameter Sensitivity 13%
• Metropolis Algorithm 12%
• Coefficient of Determination 12%
• Simulation Analysis 12%
• Ill-conditioning 11%
• Functional Relationship 11%
• Model Analysis 11%
• Material Properties 11%
• System Dynamics 10%
• Adaptive Algorithm 10%
• Gaussian Model 10%
• Process Model 10%
• Computational Efficiency 9%
• Bayesian inference 9%
• Model Selection 8%
• Model 8%
• Gaussian Process 8%
• Degree of freedom 8%
• Vary 7%
• Physics 7%
• Sufficient 6%
• Methodology 6%
• Numerical Solution 6%
• Modeling 5%
• Performance 5%
• Form 3%

Engineering & Materials Science

• Uncertainty 44%
• Sensitivity analysis 23%
• Mathematical models 18%
• Calibration 13%
• Adaptive algorithms 8%
• Computational efficiency 8%
• Physics 7%
• Materials properties 7%
• Dynamical systems 7%
• Numerical models 7%
• Set theory 5%
• Geometry 5%