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Research article

First published 2017-6

A bisection-sampling-based support vector regression–high-dimensional model representation metamodeling technique for high-dimensional problems

Yaping Ju, Geoff Parks, Chuhua Zhang

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2020-11

An adaptive augmented radial basis function–high-dimensional model representation method for structural engineering optimization

Qian Wang, Yongwook Kim, Joseph Nafash [...]

Advances in Structural Engineering

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Research article

First published 2016-6

Structural damage identification: A random sampling-high dimensional model representation approach

Tanmoy Mukhopadhyay, Rajib Chowdhury, Anupam Chakrabarti

Advances in Structural Engineering

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Research article

First published 2017-11

Quick assessment of high-speed railway bridges based on a non-dimensional parameter representation

Patrick Salcher, Christoph Adam

Advances in Structural Engineering

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Research article

First published 2025

Multivariate Interaction Classification: Testing Representational Independence in High-Dimensional Data

Jongwan Kim, Kimin Eom

Psychological Reports

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Research article

First published 2020-04

An Efficient,Scalable,and Exact Representation of High-Dimensional Color Information Enabled Using de Bruijn Graph Search

Fatemeh Almodaresi, Prashant Pandey, Michael Ferdman [...]

Journal of Computational Biology

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Research article

First published 2016-5

A high-dimensional design optimisation method for centrifugal impellers

Yaping Ju, Ruihong Qin, Timoleon Kipouros [...]

Proceedings of the Institution of Mechanical Engineers,Part A: Journal of Power and Energy

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Research article

First published 2023-11

Identification and modelling of parameters for the information-physical-social convergence characteristics of user-side flexible resources

Zhenlan Dou, Chunyan Zhang, Juntao Wu [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2018-3

Global Sensitivity Analysis for the Elastic Properties of Unidirectional Carbon Fibre Reinforced Composites Based on Metamodels

Chao Zhu, Ping Zhu, Jiahai Lu

Polymers and Polymer Composites

Open access

Research article

First published 2021-10

Optimization of twisted blade of pump as turbine based on high dimensional surrogate model

Bingxiao Jiang, Junhu Yang, Xiaohui Wang [...]

Science Progress

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