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Research article

First published 2025

Lightweight design of rear seats of a passenger car based on topology optimization of equivalent static load method and multi-objective size optimization

Yaoqing Liao, Xuan Zhou, Hengliang Jiang

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2024

Predicting weld pool metrics in laser welding of aluminum alloys using data-driven surrogate modeling: A FEA-DoE-GPRN hybrid approach

Aparna Duggirala, Bappa Acherjee, Souren Mitra

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2022-2

Design of computer experiments for developing seismic surrogate models

Henry Burton, Hongquan Xu, Zhengxiang Yi

Earthquake Spectra

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Research article

First published 2025

A novel approach to the co-optimized design of lightweight and crashworthiness for CFRP automotive front crash beam

Tiandong Gao, Xuan Zhou, Jiangqi Long

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2026

Machine learning-assisted predictive modeling and hybrid optimization of buckling characteristics in porous laminated composite plates on nonlinear elastic foundations

Aakanksha Agrawal, Rajendra Prasad Mahapatra

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

Open access

Research article

First published 2021

Cost optimization of sodium hypochlorite bleaching washing for denim by combining ensemble of surrogates with particle swarm optimization

Jie Xu, Feng Liu, Zhenglei He [...]

Journal of Engineered Fibers and Fabrics

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Research article

First published 2026-3

Electro-structural analysis and machine learning-based optimization of a coupled vortex-galloping laminated piezoelectric energy harvester

Subhransu Kumar Panda, Jonnalagadda Srinivas

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

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Review article

First published 2024-1

Fracture criteria and surrogate models for bearing strength of mechanically fastened joints on hybrid composite laminates

Cassio Wallner, Sergio Frascino Muller de Almeida

Journal of Composite Materials

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Research article

First published 2020-6

A multi-objective optimization approach for simultaneously lightweighting and maximizing functional performance of vehicle body structure

Dengfeng Wang, Shuang Wang, Chong Xie

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2026-1

Dynamic response prediction of long-span cable-stayed bridges by integrating Bi-LSTM and physical modeling

Xinfeng Yin, Yong Liu, Yang Liu [...]

Advances in Structural Engineering

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