Surrogate modeling with non-stationary-noise based Gaussian process regression and K-Fold ANN for systems featuring uneven sensitivity distribution

Author:

Yu YayunORCID,Ma Dongli,Yang Muqing,Yang Xiaopeng,Guan Hao

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference64 articles.

1. On the role and challenges of CFD in the aerospace industry;Spalart;Aeronaut. J.,2016

2. Surrogate models and mixtures of experts in aerodynamic performance prediction for aircraft mission analysis;Liem;Aerosp. Sci. Technol.,2015

3. Multi-fidelity deep neural network surrogate model for aerodynamic shape opt;Zhang;Comput. Methods Appl. Mech. Eng.,2021

4. Neural network-based formula for the buckling load prediction of I-section cellular steel beams;Abambres;Computers,2019

5. Maximin Latin hypercube designs in two dimensions;Van Dam;Oper. Res.,2007

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