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Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization

Computer Methods in Applied Mechanics and Engineering, 2021
Fangfang Xie, Tingwei Ji, Xinshuai Zhang
exaly  

An adaptive surrogate model to structural reliability analysis using deep neural network

Expert Systems With Applications, 2022
Seunghye Lee, Khoa Nguyen, Jaehong Lee
exaly  

Multi-fidelity surrogate model-assisted fatigue analysis of welded joints

Structural and Multidisciplinary Optimization, 2021
Tingli Xie, Seung-Kyum Choi, Ping Jiang
exaly  

A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems

IEEE Transactions on Evolutionary Computation, 2014
Bo Liu, Georges Gielen, Qingfu Zhang
exaly  

Surrogate model based iterative ensemble smoother for subsurface flow data assimilation

Advances in Water Resources, 2017
Dongxiao Zhang   +2 more
exaly  

Adaptive surrogate model based multiobjective optimization for coastal aquifer management

Journal of Hydrology, 2018
Jianfeng Wu, Jichun Wu, Jin LIN
exaly  

Surrogate model uncertainty quantification for reliability-based design optimization

Reliability Engineering and System Safety, 2019
Zequn Wang
exaly  

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