On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning.
I. B. C. M. RochaPierre KerfridenF. P. van der MeerPublished in: J. Comput. Phys. X (2021)
Keyphrases
- machine learning
- multiscale
- probabilistic model
- data analysis
- machine learning algorithms
- image analysis
- pattern recognition
- statistical methods
- machine learning methods
- model selection
- empirical data
- image processing
- machine learning approaches
- learning algorithm
- statistical models
- generative model
- learning models
- coarse to fine
- data driven approaches
- complex systems
- text classification
- parameter estimation
- statistical analysis
- knowledge acquisition
- data sets
- scale space
- active learning
- multiresolution
- computer science
- natural language
- image segmentation
- data mining