Deep active subspaces - a scalable method for high-dimensional uncertainty propagation

27 Feb 2019Rohit TripathyIlias Bilionis

A problem of considerable importance within the field of uncertainty quantification (UQ) is the development of efficient methods for the construction of accurate surrogate models. Such efforts are particularly important to applications constrained by high-dimensional uncertain parameter spaces... (read more)

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