Gaussian process regression and conditional Karhunen-Loéve models for data assimilation in inverse problems

Yu-Hong Yeung, David A. Barajas-Solano, Alexandre M. Tartakovsky

We present a model inversion algorithm, CKLEMAP, for data assimilation and parameter estimation in partial differential equation models of physical systems with spatially heterogen…