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stat.ME2022
Sampling Gaussian Stationary Random Fields: A Stochastic Realization Approach
Bin Zhu, Jiahao Liu, Zhengshou Lai +1
Generating large-scale samples of stationary random fields is of great importance in the fields such as geomaterial modeling and uncertainty quantification. Traditional methodologi…
stat.ME2016
A New Algorithm for Circulant Rational Covariance Extension and Applications to Finite-interval Smoothing
Giorgio Picci, Bin Zhu
The partial stochastic realization of periodic processes from finite covariance data has recently been solved by Lindquist and Picci based on convex optimization of a generalized e…