Thermal Models for Optical Circuit Simulation Using a Finite Cloud Method and Model Reduction Techniques.
Dan BurkeTom J. SmyPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2013)
Keyphrases
- probabilistic model
- mathematical model
- analytical model
- statistical model
- hybrid model
- monte carlo simulation
- prior knowledge
- modeling method
- hierarchical model
- linear model
- model fitting
- theoretical analysis
- linear models
- parametric models
- predictive model
- surface model
- evaluation method
- mathematical models
- simulation study
- parameter estimation
- multiple models
- cost function
- objective function
- statistical methods
- prediction model
- diffusion model
- neural network model
- statistical models
- regression method
- learned models
- generic model
- log linear models
- mass spring
- nonlinear models
- autoregressive
- input data
- simulation model
- experimental data
- optimization method
- similarity measure
- multiple linear regression
- dynamic characteristics
- em algorithm
- computational model
- energy function
- simulation models
- prior information
- bayesian framework
- computational models
- linear regression
- metamodel
- regression analysis
- markov chain
- artificial neural networks
- gaussian distribution
- random fields