Meta modeling

General purpose metamodels

• Create a linear least squares model
• Taylor approximations
• Mixture of experts
• Create a linear model
• Create a general linear model metamodel

Polynomial chaos metamodel

• Create a polynomial chaos for the Ishigami function: a quick start guide to polynomial chaos
• Create a polynomial chaos metamodel by integration on the cantilever beam
• Create a polynomial chaos metamodel
• Advanced polynomial chaos construction
• Polynomial chaos exploitation
• Polynomial chaos over database
• Compute grouped indices for the Ishigami function
• Fit a distribution from an input sample
• Polynomial chaos graphs
• Validate a polynomial chaos

Kriging metamodel

• Kriging the cantilever beam model
• Kriging the cantilever beam model using HMAT
• Configuring the trend in Kriging
• Create a metamodel using Kriging
• Create a kriging metamodel in one dimension
• Simulate new trajectories from a kriging metamodel
• Sequentially adding new points to a kriging
• Advanced kriging
• Configuring an arbitrary trend in Kriging
• Configure the optimization solver of a kriging algorithm

Fields metamodels

• Metamodel of a field function
• Viscous free fall: metamodel of a field function