3049-4761

Machine Learning Engineering

IOP Publishing

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Your prioritized action plan

Ordered by how many DOIs each fix touches — start here, not with every error at once.

1

Add abstracts to 35 articles

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High impact35 DOIs
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Low impact6 DOIs

DOIs for this ISSN

Showing the top 5 of 35 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Engineering artificial intelligence: framework, challenges,… (10.1088/3049-4761/adce0d)
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30.10 15
2 Understanding interpretable patterns of Shapley behaviours i… (10.1088/3049-4761/adaaf6)
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15.05 3
3 2026 roadmap on artificial intelligence and machine learning… (10.1088/3049-4761/ae5967)
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15.05 3
4 Exploring model generalizability from a novel perspective (10.1088/3049-4761/addac6)
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7.53 1
5 Study on fault detection of generator slot wedge tightness b… (10.1088/3049-4761/ae07e2)
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7.53 1
6 Mitigating data incompleteness in additive manufacturing usi… (10.1088/3049-4761/ae2c02)
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7.53 1
7 Algebraic adversarial attacks on explainability models (10.1088/3049-4761/ae375c)
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7.53 1
8 A CFD dataset for supporting machine-learning-based models o… (10.1088/3049-4761/ae61b5)
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7.53 1
9 Predicting electronic properties of <i>π</i>-conjugated orga… (10.1088/3049-4761/ade312)
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0.00 0
10 Real-time detection of insulator defects based on improved w… (10.1088/3049-4761/adea7b)
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0.00 0
11 Introducing <i>Machine Learning: Engineering</i> (10.1088/3049-4761/aded84)
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12 Reduced-order modeling and classification of hydrodynamic pa… (10.1088/3049-4761/adf115)
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13 Structural design and optimization of deployable protective… (10.1088/3049-4761/adf6bf)
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14 Visual navigation method for intelligent flight of highway i… (10.1088/3049-4761/ae1bab)
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15 Enhanced iCVD reactor optimization through convexified atten… (10.1088/3049-4761/ae1bac)
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16 Autonomous 3D fluidic structure design via physics-data hybr… (10.1088/3049-4761/ae209b)
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17 Fredholm integral equations neural operator (FIE-NO) for dat… (10.1088/3049-4761/ae4983)
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18 Simultaneous estimation of electrical and thermal properties… (10.1088/3049-4761/ae4a0d)
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19 Pretrained LLMs as real-time controllers for robot operated… (10.1088/3049-4761/ae4ee8)
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20 New algorithm for battery knee-onset identification and earl… (10.1088/3049-4761/ae5067)
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21 Computation of waveguide eigenmodes by physics-informed neur… (10.1088/3049-4761/ae510e)
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22 Heterogeneous graph neural networks for short-term state for… (10.1088/3049-4761/ae565c)
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23 Efficient two-stage sequential machine learning model for pr… (10.1088/3049-4761/ae565d)
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24 Deducing window size and weights of Parzen classifier, using… (10.1088/3049-4761/ae5826)
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25 Deep learning-based reconstruction of irregular laser ablati… (10.1088/3049-4761/ae6708)
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26 A data-efficient approach to cyclic plasticity modeling via… (10.1088/3049-4761/ae6dbf)
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27 Uncertainty quantification in machine learning models on syn… (10.1088/3049-4761/ae6f15)
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28 Hybrid quantum-classical classification of waste using the T… (10.1088/3049-4761/ae7374)
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29 A Framework for Visual-Mathematical Literacy in Applied Mach… (10.1088/3049-4761/ae7df3)
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30 A Data-Driven and Atomistically Validated Approach for Desig… (10.1088/3049-4761/ae8267)
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31 Materials Informatics Across the Length Scales (10.1088/3049-4761/ae850a)
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32 A Failure-efficient Prediction of Remaining Useful Life (10.1088/3049-4761/ae8547)
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33 SLE-KAN: A Physically Consistent and Interpretable Framework… (10.1088/3049-4761/ae8548)
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34 Rethinking machine learning for engineering (10.1088/3049-4761/ae8549)
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35 Machine-Learning Based Inference of Critical Dimensions of G… (10.1088/3049-4761/ae87a4)
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