Hierarchical multi-response Gaussian processes for uncertainty analysis with multi-scale composite manufacturing simulation

Keyphrases

• Composite Manufacturing 100%
• Uncertainty Analysis 100%
• Manufacturing Simulation 100%
• Multi-response Gaussian Process 100%
• Multiscale Composites 100%
• Composite Parts 66%
• Uncertainty Propagation 66%
• Computational Framework 66%
• Process Conditions 33%
• Fiber Properties 33%
• Modeling Approach 33%
• Property Condition 33%
• Architecting 33%
• Computational Cost 33%
• Multiple Spatial Scales 33%
• Multiple Temporal Scales 33%
• Uncertainty Quantification 33%
• Process Outputs 33%
• Global Sensitivity Analysis 33%
• Intrinsic Correlation 33%
• Dimensional Variability 33%
• Matrix Properties 33%
• Direct Simulation Monte Carlo 33%
• Importance Ranking 33%
• Propagation Path 33%
• Resin Transfer Molding 33%
• Metamodel 33%
• Gaussian Process Metamodel 33%
• Resin Transfer Molding Process 33%
• Curved Composite Structure 33%

Engineering

• Multiscale 100%
• Gaussians 100%
• Simulation Manufacturing 100%
• Composite Part 66%
• Scale Analysis 33%
• Process Condition 33%
• Uncertainty Quantification 33%
• Process Output 33%
• Propagation Path 33%
• Resin Transfer Molding Process 33%
• Computational Cost 33%
• Resin Transfer Molding 33%