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Fundamentals of Surrogate Modeling and Surrogate-Assisted Optimization
2023Anna Pietrenko-Dabrowska +1 more
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Surrogate Model Design for GtL Kerosene
50th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, 2012Slavinskaya, Nadezhda A. +3 more
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This deliverable presents the development and demonstration of load surrogate models to be integrated as part of SUDOCO’s “Control Room of The Future”.
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Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization
Computer Methods in Applied Mechanics and Engineering, 2021Xinshuai Zhang, Fangfang Xie, Yao Zheng
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A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems
Journal of Computational Physics, 2020Meng Tang, Yimin Liu, Louis J Durlofsky
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