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Research article

First published 2019-12

A review of the artificial neural network surrogate modeling in aerodynamic design

Gang Sun, Shuyue Wang

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

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Research article

First published 2019-9

Predictions of vertical train-bridge response using artificial neural network-based surrogate model

Xu Han, Huoyue Xiang, Yongle Li [...]

Advances in Structural Engineering

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Research article

First published 2021-10

Creating surrogate models for an air and missile defense simulation using design of experiments and neural networks

Brian M Wade

The Journal of Defense Modeling and Simulation: Applications,Methodology,Technology

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Research article

First published 2026

Hierarchical Bayesian inference for multiscale plasticity and damage with neural network surrogate models

Koffi Enakoutsa, Yuelian Li

Mathematics and Mechanics of Solids

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Research article

First published 2022-1

A variational Bayesian neural network for structural health monitoring and cost-informed decision-making in miter gates

Manuel A Vega, Michael D Todd

Structural Health Monitoring

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Research article

First published 2025

Mechanics-guided neural network surrogate model for cable force identification via single high-order frequency

Xuewen Yu, Danhui Dan, Yuguang Fu [...]

Structural Health Monitoring

Open access

Research article

First published 2019-4

A time-dependent reliability estimation method based on surrogate modeling and data clustering

Wei Peng, Xiesi Huang, Xiaoling Zhang [...]

Advances in Mechanical Engineering

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Research article

First published 2021-4

The genetic algorithm-radial basis function neural network to quickly predict aerodynamic performance of compressors

Tianquan Tang, Bo Liu

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

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Research article

First published 2025

Data-driven surrogate model establishment and performance optimization for cab and suspension systems

Xin Yan, Xinhui Quan, Yanqing Mao [...]

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

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Research article

First published 2023-9

High-dimensional multi-objective optimization algorithm for combustion chamber of aero-engine based on artificial neural network-multi-objective particle swarm optimization

Shuang Liang, Lang Li, Ye Tian [...]

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

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