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Research article

First published 2026

Improved LSTM deep learning network approach for enhanced creep prediction in concrete-filled steel tubes

Chao Yang, Weijiang Zeng, Yihang Jiang [...]

Advances in Structural Engineering

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Research article

First published 2023-12-02

Passenger flow prediction and management method of urban public transport based on SDAE model and improved Bi-LSTM neural network

Luo Xian, Lan Tian

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

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Research article

First published 2025-9

A predictive model for real-time LSTM methods: Monitoring dynamic transmembrane pressure improves loop life and anticoagulant therapy accuracy in continuous renal replacement therapy

Fangzheng Wang, Rui Zhang, Liang Tan [...]

Technology and Health Care

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Research article

First published 2024-7

Performance of long short-term memory networks in predicting athlete injury risk

Hong Tao, Yue Deng, Yunqiu Xiang [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025

Structural response self-prediction method based on long short-term memory neural network and compressive sensing

Jian Zhou, Hong-Wei Li, Yi-Qing Ni [...]

Structural Health Monitoring

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Research article

First published 2025-7

Enhancing building energy performance prediction: A fusion of deep learning and first-principles simulation methods

Navid Shirzadi, Sara Gilani, Meli Stylianou

Journal of Building Physics

Open access

Research article

First published 2024-11

Integration of LSTM networks with gradient boosting machines (GBM) for assessing heating and cooling load requirements in building energy efficiency

Reenu Batra, Shakti Arora, Mayank Mohan Sharma [...]

Energy Exploration & Exploitation

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Research article

First published 2020-10-21

Improved LSTM data analysis system for IoT-based smart classroom

Yingjie Li, Lianjun Chen

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

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Research article

First published 2023-10-04

Air quality prediction based on Long Short-Term Memory Model with advanced feature selection and hyperparameter optimization

Huiyong Wu, Tongtong Yang, Harris Wu [...]

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

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Research article

First published 2026-3

A novel data-driven bridge monitoring data prediction framework using improved intelligent optimization-assisted deep learning

Zhenwei Zhou, Kaiqing Ding, Guangcai Zhang [...]

Structural Health Monitoring

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