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Research article

First published 2021-9

Data-driven finite element method: Theory and applications

M Amir Siddiq

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

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Research article

First published 2025

A mass estimator based on hybrid model-data driven method for heavy-duty vehicles

Nan Xu, Yan Sui, Qiao Liu [...]

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

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Research article

First published 2024-8

Sound field recovery based on numerical data-driven and equivalent source method

Yuan Liu, Dingyu Hu, Yongchang Li

Journal of Vibration and Control

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Research article

First published 2017-2-24

A fast learning method for data-driven design of interval type-2 fuzzy logic system

Chengdong Li, Guiqing Zhang, Jianqiang Yi [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Review article

First published 2021-12

Review of piezoelectric impedance based structural health monitoring: Physics-based and data-driven methods

Xingyu Fan, Jun Li, Hong Hao

Advances in Structural Engineering

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Research article

First published 2025-8

HMDM: A hybrid GM model-based and MHSA-GRU data-driven method for remaining useful life prediction of rolling bearings

Qiwu Zhao, Xiaoli Zhang

Journal of Vibration and Control

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Research article

First published 2025-10

A high-precision data-driven radar modeling method for autonomous driving simulations testing

Kaibo Huang, Weiwen Deng, Rui Zhao [...]

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

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Research article

First published 2021-1

A data-driven predictive controller combined with the vector autoregressive with exogenous input model and the propagator estimation method for vehicle lateral stabilization

Weishun Deng, Weimiao Yang, Jianwu Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2019-4

A Data-Driven Fault Diagnosis Method for Railway Turnouts

Dongxiu Ou, Rui Xue, Ke Cui

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2018-9-28

A probabilistic data-driven method for human activity recognition

Pouya Foudeh, Aida Khorshidtalab, Naomie Salim

Journal of Ambient Intelligence and Smart Environments

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