Surrogate modeling for fast uncertainty quantification: Application to 2D population balance models
Author:
Publisher
Elsevier BV
Subject
Computer Science Applications,General Chemical Engineering
Reference91 articles.
1. Cross validation and maximum likelihood estimations of hyper-parameters of gaussian processes with model misspecification;Bachoc;Comput. Stat. Data Anal.,2013
2. Adaptive sparse polynomial chaos expansion based on least angle regression;Blatman;J Comput Phys,2011
3. Sparse polynomial chaos expansions of vector-valued response quantities;Blatman,2013
4. Monte carlo and quasi-Monte carlo methods;Caflisch;Acta Numerica,1998
5. Annals of mathematics the orthogonal development of non-linear functionals in series of fourier-hermite functionals;Cameron;Ann. Math.,1947
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