A multiscale approach for model reduction of random microstructures

► Develop a biorthogonal Karhunen-Loève expansion for microstructure model reduction. ► Develop a stochastic model for location-specific microstructures. ► Compute error bars on properties of forged products induced by microstructure uncertainties.