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Data-efficient Neuroevolution with Kernel-Based Surrogate Models [PDF]
, 2018 Surrogate-assistance approaches have long been used in computationally expensive domains to improve the data-efficiency of optimization algorithms. Neuroevolution, however, has so far resisted the application of these techniques because it requires the ...
Lehman J +4 more
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Auster’s “Album” in Report from the Interior: Analysis and Analogies
E-REA, 2019 The article is devoted to the final section of Paul Auster’s 2013 Report from the Interior. We first attempt to imagine the various ways readers integrate the “Album” of images into their experience of the book.
Richard PHELAN
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A Conceptual Framework of a Surrogate-based Quality-Quantity Decision Support System (Q2DSS) for Water Resources Systems [PDF]
Journal of Hydraulic Structures, 2020 The water crisis in different countries of the world has made the earth undergo tremendous changes compared to the past years. Therefore, it is very necessary to have intelligent systems that can help managers make correct and optimal decisions in ...
Seyed Mohammad Ashrafi +1 more
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Nature, 2018 As a formal response to the relationship ofreproductive and productive labor, thissculpture umbilically connects the body to theproduct, the origin to the function, and thebodily to its transformation through labor.
openaire +2 more sources
Automatic surrogate model type selection during the optimization of expensive black-box problems [PDF]
, 2011 The use of Surrogate Based Optimization (SBO) has become commonplace for optimizing expensive black-box simulation codes. A popular SBO method is the Efficient Global Optimization (EGO) approach. However, the performance of SBO methods critically depends
Couckuyt, Ivo +3 more
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Journal of Water and Climate Change, 2022 Since climate change has altered extreme precipitation and temperature patterns, further study of these patterns is essential. The examination of precipitation and temperature patterns is of great significance to water engineers, water resources ...
Farhang Rahmani, Mohammad Hadi Fattahi
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Efficient simulation-driven design optimization of antennas using co-kriging [PDF]
, 2012 We present an efficient technique for design optimization of antenna structures. Our approach exploits coarse-discretization electromagnetic (EM) simulations of the antenna of interest that are used to create its fast initial model (a surrogate) through ...
Couckuyt, Ivo +3 more
core +1 more source
A Surrogate Modeling Approach for the Development of Biorefineries
Frontiers in Chemical Engineering, 2020 Biorefinery processes are challenged to make effective use of commercial flowsheeting software. Challenges include the lack of property data, complexity of raw materials, and emerging non-conventional processes and technologies.
Aikaterini D. Mountraki +4 more
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Neural Networks for Improving Wind Power Efficiency: A Review
Fluids, 2022 The demand for wind energy harvesting has grown significantly to mitigate the global challenges of climate change, energy security, and zero carbon emissions. Various methods to maximize wind power efficiency have been proposed.
Heesoo Shin +2 more
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Research Progress in Viral Inactivation Utilizing Human Norovirus Surrogates
Frontiers in Sustainable Food Systems, 2018 Human noroviruses are the leading cause of foodborne illness globally. Numerous challenges in control of these viruses exist due to multiple viral characteristics: the ability to environmentally persist for over a month; relatively low infectious dose ...
Pragathi Kamarasu +2 more
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