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Research article

First published 2024

BiLSTM-MLP based hysteresis modeling for soft pneumatic joint actuator

Shuo Liu, Ming Xu, Jindong Zhao [...]

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

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Research article

First published 2025

Design and category analysis of course review classification model based on voting and BiLSTM algorithm

Fan Yang, Rui Xu, Jie Liu

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2026

Prediction of fuel consumption for operational ships based on an improved CNN–BiLSTM–Attention model

Yancheng Zhang, Guomei Chang, Gaoyuan Zhu [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2025

Prediction and health impact assessment of municipal solid waste generation in Tianjin: Based on GRA-BiLSTM model

Bingchun Liu, Xinming Zhang, Jiali Chen

Waste Management & Research: The Journal for a Sustainable Circular Economy

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Research article

First published 2025-12

Prediction of Remaining Life of Aircraft Engines Based on BiLSTM-GRU-Attention Model

Qiong He, Xueqing Guo

Big Data

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Research article

First published 2025-6

Vehicle lane-change intention recognition based on BiLSTM Attention model for the Internet of vehicles

Yufeng Chen, Hanwen Cao, Zhengtao Xiang [...]

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

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Research article

First published 2023-10-04

Short-term auto parts demand forecasting based on EEMD—CNN—BiLSTM—Attention—combination model

Kai Huang, Jian Wang

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

Open access

Research article

First published 2025

An Enhanced Hybrid Model Combining CNN,BiLSTM,and Attention Mechanism for ECG Segment Classification

Mechichi Najia, Benzarti Faouzi

Biomedical Engineering and Computational Biology

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Research article

First published 2026

An intelligent shield machine pose prediction framework: HO-TCN-BiLSTM-multi-head attention mechanisms model

Xuanyu Liu, Yong Yang, Siyang Zong [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-5

Online Review-based Product Recommendation Using Mellivora Heron Optimization-based BiLSTM Model in E-Commerce Systems

Mohit Chowdhary, Poonam Chahal

Web Intelligence

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