Model Signatures for the Integration of Simulation Models into System Models.
Thilo ZerwasGeorg JacobsJulia KowalskiStephan HusungDetlef GerhardBernhard RumpeKlaus ZemanSeyedmohammad VafaeiFlorian KönigGregor HoepfnerPublished in: Syst. (2022)
Keyphrases
- simulation models
- simulation model
- probabilistic model
- experimental data
- statistical models
- prior knowledge
- classification models
- generic model
- computational model
- objective function
- learning models
- hybrid model
- bayesian framework
- autoregressive
- modeling method
- modeling framework
- learned models
- analytical models
- monte carlo simulation
- theoretical models
- mathematical models
- random fields
- computational models
- neural network model
- mathematical model
- em algorithm
- stochastic model
- simulation tools
- probability distribution
- markov random field
- agent based simulation
- accurate models
- parameter estimation
- complex systems
- analytical model
- neural network
- statistical model
- linear models
- model fitting
- linear model
- prediction model