Review of surrogate modeling in water resources

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Review of surrogate modeling in water resources

[1] Surrogate modeling, also called metamodeling, has evolved and been extensively used over the past decades. A wide variety of methods and tools have been introduced for surrogate modeling aiming to develop and utilize computationally more efficient surrogates of high-fidelity models mostly in optimization frameworks. This paper reviews, analyzes, and categorizes research efforts on surrogate...

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ژورنال

عنوان ژورنال: Water Resources Research

سال: 2012

ISSN: 0043-1397

DOI: 10.1029/2011wr011527