Fast surrogate modeling using dimensionality reduction in model inputs and field output: Application to additive manufacturing.
Manav VohraParomita NathSankaran MahadevanYung-Tsun Tina LeePublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- model driven
- computational model
- formal model
- probabilistic model
- dimensionality reduction
- input data
- modeling method
- pattern recognition
- prior knowledge
- parameter estimation
- mathematical model
- statistical model
- data representation
- structure preserving
- genetic algorithm
- linear model
- management system
- feature extraction
- high level