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Research article

First published 2022-04-28

Multi response optimization of machining parameters for an annealed Monel K 500 alloy in drilling using Machine learning techniques and ANN

Chintakindi Sanjay, Ali Alsamhan, Mustufa Haider Abidi

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

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Research article

First published 2025

Machine learning-based surrogate modelling of AOD nozzle using an integrated CFD and ANN approach

Dong-Yuan Sheng, Wenjing Wei

Ironmaking & Steelmaking: Processes,Products and Applications

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Research article

First published 2025-10

Machine learning-based prediction and optimization of surface roughness in FDM-printed PLA using ANN and box-behnken design

Vikas Sharma, Jashanpreet Singh, Rakesh Chandmal Sharma [...]

Materials Science and Technology

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Research article

First published 2026

Machine learning assisted forward and reverse mapping of micro-additive manufacturing process

Raju Das, Shibendu Shekhar Roy, Amit Kumar Ball

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2025

Prediction of coating layer thickness and surface hardness in electric discharge coating process using RSM,ANN,and ANFIS with ANOVA optimization

Vairavan Kumaran, Balakrishnan Muralidharan

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2024-11

Prediction of noise generated by rod-airfoil configuration: An investigation based on experiments and machine learning

Eyup Kocak, Ece Ayli

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2025-7

A machine learning approach to predicting thermal conductivity in nanoparticle-enhanced phase change materials

Abir Msalmi, Fathi Djemal, Abdelkhalak El Hami [...]

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

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Review article

First published 2019-7

Accuracy analyses and model comparison of machine learning adopted in building energy consumption prediction

Zhijian Liu, Di Wu, Yuanwei Liu [...]

Energy Exploration & Exploitation

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Research article

First published 2024-11

Prediction of thrust bearing’s performance in Mixed Lubrication regime

Konstantinos P. Katsaros, Pantelis G. Nikolakopoulos

Integrated Computer-Aided Engineering

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Research article

First published 2024-1

Flexible,monolithic piezoelectric sensors for large-area structural impact monitoring via MUSIC-assisted machine learning

Chen Zhu, Zhangyu Xu, Chao Hou [...]

Structural Health Monitoring

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