Advances in computational intelligence of polymer composite materials: machine learning assisted modeling, analysis and design

A Sharma, T Mukhopadhyay, SM Rangappa… - … Methods in Engineering, 2022 - Springer
The superior multi-functional properties of polymer composites have made them an ideal
choice for aerospace, automobile, marine, civil, and many other technologically demanding …

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 …

Grouped grey wolf optimizer for maximum power point tracking of doubly-fed induction generator based wind turbine

B Yang, X Zhang, T Yu, H Shu, Z Fang - Energy conversion and …, 2017 - Elsevier
This paper proposes a novel grouped grey wolf optimizer to obtain the optimal parameters of
interactive proportional-integral controllers of doubly-fed induction generator based wind …

Design of computer experiments: A review

SS Garud, IA Karimi, M Kraft - Computers & Chemical Engineering, 2017 - Elsevier
In this article, we present a detailed overview of the literature on the design of computer
experiments. We classify the existing literature broadly into two categories, viz. static and …

Machine-Learning-Guided Discovery and Optimization of Additives in Preparing Cu Catalysts for CO2 Reduction

Y Guo, X He, Y Su, Y Dai, M Xie, S Yang… - Journal of the …, 2021 - ACS Publications
Discovery and optimization of new catalysts can be potentially accelerated by efficient data
analysis using machine-learning (ML). In this paper, we record the process of searching for …

An efficient reliability method combining adaptive support vector machine and Monte Carlo simulation

Q Pan, D Dias - Structural Safety, 2017 - Elsevier
To enhance computational efficiency in reliability analysis, metamodeling has been widely
adopted for reliability assessment. This work develops an efficient reliability method which …

[图书][B] Statistische versuchsplanung

K Siebertz, T Hochkirchen, D van Bebber - 2010 - Springer
Nur wenige Methoden haben eine so langfristige Bedeutung für das Arbeitsleben eines
Ingenieurs wie die statistische Versuchsplanung. CAD-Programme ändern sich schnell, so …

Effect analysis on performance enhancement of a novel air cooling battery thermal management system with spoilers

N Wang, C Li, W Li, M Huang, D Qi - Applied Thermal Engineering, 2021 - Elsevier
To solve a series of thermal runaway problems caused by temperature and the cost problem
caused by the excessive volume of the battery thermal management system (BTMS), this …

Applications and opportunities of experimental design for the dispersive liquid–liquid microextraction method–A review

L Mousavi, Z Tamiji, MR Khoshayand - Talanta, 2018 - Elsevier
Nowadays, the trend to simplify and miniaturize sample preparation methods has resulted in
the development of effective and low-cost microextraction techniques that utilize a very small …

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 …