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Adaptive vectorial surrogate modeling framework for multi-objective reliability estimation
Reliability Engineering and System Safety, 2023Cheng Lu, Da Teng, Jun-Yu Chen
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Optimization with Surrogate Models
2013In this chapter, we show how artificial curiosity can be used to focus on the most pertinent search points in black-box optimization. We present a novel response surface method, which employs a memory-based model to estimate the interestingness of each candidate point using Gaussian process regression.
openaire +1 more source
Uncertainty in Surrogate Models
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion, 2016openaire +1 more source
Recent Advances in Surrogate Modeling Methods for Uncertainty Quantification and Propagation
Symmetry, 2022Chong Wang, Xin Qiang, Menghui Xu
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Review of machine learning-based surrogate models of groundwater contaminant modeling
Environmental Research, 2023Jiannan Luo, Xueli Li, Wenxi Lu
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Review of surrogate modeling in water resources
Water Resources Research, 2012Saman Razavi +2 more
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