CMC Thermal Conductivity

This is the repository for the Materials and Design paper titled "Reduced-order Models for Microstructure-Sensitive Effective Thermal Conductivity of Woven Ceramic Matrix Composites with Residual Porosity"

Files Included:
-Homogenized effective thermal conductivity for all microstructures (3125) in k11.mat, k22.mat, and k33.mat
-The input principal component scores for all microstructures (3125) can be found in pcs.mat

Statistical quantification of microstructures can be accomplished through the PyMKS github page: https://github.com/materialsinnovation/pymks.

Further information regarding the GPR model building process can be found in the Mathworks page: https://www.mathworks.com/help/stats/fitrgp.html