The rate degree of cure mean value and variance is predicted at test points using Gaussian process and some trianing data (from material model).
The method is presented in the following paper for non-parametric models:
O. Fernlund et al., "Uncertinty Qualification of Material Models for Process Simulation" (2020) SAMPE VIRTUAL SERIES https://www.nasampe.org/page/2020VirtualSeries
Three temperature cycle can be considered:
- isothermal (to be updated)
- constant rate
- one hold cycle (to be updated)
Independent variabes are:
- degree of cure
- temperature
Dependent variable is:
- rate of degree of cure
Rate of degree of cure mean value predictions
Rate of degree of cure variance predictions
