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Research article

First published 2025-12

Applying the ANN and the GPR models to predict energy consumption for AM-FDM of isovolumetric mechanical components

Helmi Nasraoui, Ali Trabelsi, Mohamed Ali Rezgui

Concurrent Engineering

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Research article

First published 2025

Comprehensive analysis of network reliability prediction for multistate networks with machine learning approaches

Ding-Hsiang Huang, Ping-Chen Chang, Cheng-Fu Huang

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Open access

Research article

First published 2023-7

A probabilistic framework for product health monitoring in multistage manufacturing using Unsupervised Artificial Neural Networks and Gaussian Processes

Moschos Papananias, Thomas E McLeay, Mahdi Mahfouf [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2019-5

Multivariate Gaussian process regression for nonlinear modelling with colored noise

Xiaodan Hong, Biao Huang, Yongsheng Ding [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2024-4

A two-stage Gaussian process regression model for remaining useful prediction of bearings

Jin Cui, Licai Cao, Tianxiao Zhang

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2025-4

Convex modeling and control of multi-fuel compression ignition engines

Berk Altiner, Zongxuan Sun, Kenneth Kim [...]

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

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Research article

First published 2025

Confidence-guiding single image super-resolution through Gaussian Process Regression

Haijun Wang, Wenli Zheng, Yalin Nie [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025

Analytically guided machine learning for surface roughness determination in steel grinding processes

Majid Samavatian, Vahid Samavatian, Bhavesh Kanabar [...]

Ironmaking & Steelmaking: Processes,Products and Applications

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Research article

First published 2022-9

Probabilistic machine learning for detection of tightening torque in bolted joints

Luccas P Miguel, Rafael de O Teloli, Samuel da Silva [...]

Structural Health Monitoring

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Research article

First published 2021-6

Predicting the delamination factor in carbon fibre reinforced plastic composites during drilling through the Gaussian process regression

Yun Zhang, Xiaojie Xu

Journal of Composite Materials

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