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Optimization with Surrogate Models

2013
In 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

Deep Residual Surrogate Model

Information Sciences, 2022
Tianxin Huang, Yong Liu, Zaisheng Pan
openaire   +1 more source

Reduced order and surrogate models for gravitational waves

Living Reviews in Relativity, 2022
Manuel Tiglio, Aaron Villanueva
exaly  

Surrogate Model Design for GtL Kerosene

50th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, 2012
Slavinskaya, Nadezhda A.   +3 more
openaire   +2 more sources

D2.1 Surrogate load model

This deliverable presents the development and demonstration of load surrogate models to be integrated as part of SUDOCO’s “Control Room of The Future”.
openaire   +1 more source

SURROGATE MODELS

2018
Jan A. Snyman, Daniel N. Wilke
openaire   +1 more source

Surrogate Modeling

2015
Tommer R. Ender   +1 more
openaire   +1 more source

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