Uncertainty quantification and reduction in metal additive manufacturing

Keyphrases

• Uncertainty Reduction 100%
• Uncertainty Quantification 100%
• Metal Additive Manufacturing 100%
• Additive Manufacturing 83%
• Surrogate Model 50%
• High-throughput 33%
• Three-dimensional (3D) 33%
• Uncertainty Sources 33%
• Computational Model 33%
• Melt Pool 33%
• Additive Manufacturing Process 33%
• Model Simulation 16%
• National Institute of Standards 16%
• Indian Institute of Technology 16%
• Quality Control 16%
• Product Reliability 16%
• Calibration Method 16%
• Parameter Calibration 16%
• Physics-based 16%
• Different Additives 16%
• Experimental Parameters 16%
• Melt Pool Geometry 16%
• Sequential Bayesian 16%
• Manufacturing Uncertainty 16%
• Porosity Level 16%
• Bayesian Calibration 16%
• Data-driven Framework 16%
• Model Correction 16%
• Intrinsic Uncertainty 16%
• Physical Simulation 16%
• Calibration Correction 16%
• Pooled Model 16%
• Quantification Framework 16%

Engineering

• Additive Manufacturing 100%
• Uncertainty Quantification 100%
• Melt Pool 42%
• Surrogate Model 42%
• Quality Control 28%
• Additive Manufacturing Process 28%
• Product Reliability 14%
• Instrument Calibration 14%
• Q Factor 14%
• Experimental Parameter 14%
• Porosity 14%
• Physical Simulation 14%

Earth and Planetary Sciences

• Uncertainty Modeling 100%
• Quality Control 33%
• Computational Modeling 33%
• Porosity 16%
• Q Factor 16%