Data-Assisted Non-Intrusive Model Reduction for Forced Nonlinear Finite Elements Models.
Mattia CenedeseJacopo MarconiGeorge HallerShobhit JainPublished in: CoRR (2023)
Keyphrases
- experimental data
- probabilistic model
- data sets
- learning models
- prior knowledge
- predictive model
- statistical model
- accurate models
- linear model
- statistical models
- training data
- classification models
- hybrid model
- computational model
- models built
- probability distribution
- learned models
- computational models
- data processing
- finite element
- test data
- statistical methods
- temporal dependencies
- metamodel
- measured data
- subject specific
- explanatory variables
- data structure
- data analysis
- parameter estimation
- historical data
- input data
- dimensional vector
- data reduction
- network structure
- relational models
- discrete data
- nonlinear regression
- physical models
- markov random field
- theoretical analysis
- neural network model
- empirical data
- autoregressive
- bayesian framework
- database