UNCERTAINTY-AWARE MODELING AND DECISION MAKING FOR GEOMECHANICS WORKFLOW USING MACHINE LEARNING APPROACHES
A Gaussian process is used to provide a nonparametric approach for modeling nonlinear relationships among physical quantities involved in the geomechanics workflow supporting drilling & completion operations. Gaussian process provides a nonparametric framework that enables injection of a prior b...
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