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Heteroscedastic Gaussian Process Regression for material structure–property relationship modeling

Ozge Ozbayram, Audrey Olivier, Lori Graham‐Brady

2024Computer Methods in Applied Mechanics and Engineering28 citationsDOI

Topics & Concepts

HeteroscedasticityProperty (philosophy)Regression analysisMathematicsGaussian processEconometricsRegressionStatisticsKrigingProcess (computing)Applied mathematicsGaussianComputer sciencePhysicsQuantum mechanicsEpistemologyPhilosophyOperating systemAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignGaussian Processes and Bayesian Inference