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Research article

First published 2025

A Bayesian-optimized 1D CNN-based outlier detection approach for wireless sensor networks

Somia Bibi, Chafiq Titouna, Faiza Titouna

Transactions of the Institute of Measurement and Control

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Research article

First published 2022-6

Deep Learning Models for Data-Driven Laser Induced Breakdown Spectroscopy (LIBS) Analysis of Interstitial Oxygen Impurities in Czochralski-Si Crystals

Seyyed Ali Davari, Dibyendu Mukherjee

Applied Spectroscopy

Open access

Research article

First published 2023-1

A hybrid CNN-BiLSTM approach for remaining useful life prediction of EVs lithium-Ion battery

Dexin Gao, Xin Liu, Zhenyu Zhu [...]

Measurement and Control

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Research article

First published 2023-11

Parallel convolutional neural network toward high efficiency and robust structural damage identification

Xijun Ye, Yongjie Cao, Airong Liu [...]

Structural Health Monitoring

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Research article

First published 2022-4

Development of a calibration model for near infrared spectroscopy using a convolutional neural network

Menghu Li, Tianhong Pan, Yang Bai [...]

Journal of Near Infrared Spectroscopy

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Research article

First published 2025-5

Effective pre-stress identification in steel strand based on ultrasonic guided wave and 1-dimensional convolutional neural network

Longguan Zhang, Junfeng Jia, Yulei Bai [...]

Structural Health Monitoring

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Research article

First published 2025-3

Loose bolt localization and torque prediction in a bolted joint using lamb waves and explainable artificial intelligence

Muping Hu, Nan Yue, Roger M. Groves

Structural Health Monitoring

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Research article

First published 2026-5

A feature extraction interpretability research of one-dimensional convolutional neural networks in mechanical fault diagnosis

Xiaoli Zhang, Junzhe Xie, Fangzhen Wang

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

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Research article

First published 2023-08-01

Prediction of the tensile strength of friction stir welded joints based on one-dimensional convolutional neural network

Xiaohong Lu, Chong Ma, Banghua Yang [...]

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

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Research article

First published 2026

Multi-scale and multi-branch 1D-AM-CNN network for fault diagnosis based on Bayesian data fusion

Yanjie Shen, Shun Cheng, Yan Zhang [...]

Wind Engineering

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