A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design

H Liu, YS Ong, J Cai - Structural and Multidisciplinary Optimization, 2018 - Springer
Metamodeling is becoming a rather popular means to approximate the expensive
simulations in today's complex engineering design problems since accurate metamodels …

Review of surrogate modeling in water resources

S Razavi, BA Tolson, DH Burn - Water Resources Research, 2012 - Wiley Online Library
Surrogate modeling, also called metamodeling, has evolved and been extensively used
over the past decades. A wide variety of methods and tools have been introduced for …

[图书][B] Surrogate-model-based design and optimization

P Jiang, Q Zhou, X Shao, P Jiang, Q Zhou, X Shao - 2020 - Springer
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Review of metamodeling techniques in support of engineering design optimization

GG Wang, S Shan - … Design Engineering Technical …, 2006 - asmedigitalcollection.asme.org
Computation-intensive design problems are becoming increasingly common in
manufacturing industries. The computation burden is often caused by expensive analysis …

Special section on multidisciplinary design optimization: metamodeling in multidisciplinary design optimization: how far have we really come?

FAC Viana, TW Simpson, V Balabanov, V Toropov - AIAA journal, 2014 - arc.aiaa.org
The use of metamodeling techniques in the design and analysis of computer experiments
has progressed remarkably in the past 25 years, but how far has the field really come? This …

Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions

S Shan, GG Wang - Structural and multidisciplinary optimization, 2010 - Springer
The integration of optimization methodologies with computational analyses/simulations has
a profound impact on the product design. Such integration, however, faces multiple …

Parallel surrogate-assisted global optimization with expensive functions–a survey

RT Haftka, D Villanueva, A Chaudhuri - Structural and Multidisciplinary …, 2016 - Springer
Surrogate assisted global optimization is gaining popularity. Similarly, modern advances in
computing power increasingly rely on parallelization rather than faster processors. This …

VIVACE (Vortex Induced Vibration Aquatic Clean Energy): A new concept in generation of clean and renewable energy from fluid flow

MM Bernitsas, K Raghavan, Y Ben-Simon… - 2008 - asmedigitalcollection.asme.org
Any device aiming to harness the abundant clean and renewable energy from ocean and
other water resources must have high energy density, be unobtrusive, have low …

[PDF][PDF] 飞机结构数字孪生关键建模仿真技术

董雷霆, 周轩, 赵福斌, 贺双新, 卢志远, 冯建民 - 航空学报, 2021 - researchgate.net
飞机结构安全性设计思想经历了从静强度设计, 安全寿命设计, 损伤容限与耐久性设计到单机
追踪的演变, 未来有进一步向结构数字孪生的方向发展的趋势. 飞机结构数字孪生是数字线程 …

Efficient global optimization algorithm assisted by multiple surrogate techniques

FAC Viana, RT Haftka, LT Watson - Journal of Global Optimization, 2013 - Springer
Surrogate-based optimization proceeds in cycles. Each cycle consists of analyzing a
number of designs, fitting a surrogate, performing optimization based on the surrogate, and …