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: CoRR (2020)
Keyphrases
- machine learning
- multiscale
- probabilistic model
- machine learning algorithms
- knowledge discovery
- empirical data
- data analysis
- learning models
- machine learning methods
- statistical modeling
- active learning
- experimental data
- statistical models
- neural network
- data driven approaches
- machine learning approaches
- finite element
- coarse to fine
- edge detection
- natural language processing
- natural language
- pattern recognition
- feature selection