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Energy and AI

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

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DOIs for this ISSN

Showing the top 5 of 796 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Fundamentals, materials, and machine learning of polymer ele… (10.1016/j.egyai.2020.100014)
Abstract ORCID
131.42 424
2 A review and taxonomy of wind and solar energy forecasting m… (10.1016/j.egyai.2021.100060)
Abstract ORCID
123.04 288
3 Artificial intelligence powered large-scale renewable integr… (10.1016/j.egyai.2022.100195)
Abstract ORCID
118.92 238
4 Artificial intelligence in oil and gas upstream: Trends, cha… (10.1016/j.egyai.2020.100041)
Abstract ORCID
117.12 219
5 Deep reinforcement learning for home energy management syste… (10.1016/j.egyai.2020.100043)
Abstract ORCID
117.02 218
6 Machine learning for combustion (10.1016/j.egyai.2021.100128)
Abstract ORCID
115.59 204
7 Multi-physics-resolved digital twin of proton exchange membr… (10.1016/j.egyai.2020.100004)
Abstract ORCID
112.76 179
8 Implementation for a cloud battery management system based o… (10.1016/j.egyai.2021.100088)
Abstract ORCID
111.01 165
9 A review on 5G technology for smart energy management and sm… (10.1016/j.egyai.2021.100116)
Abstract ORCID
110.48 161
10 Application of Machine Learning in Optimizing Proton Exchang… (10.1016/j.egyai.2022.100170)
Abstract ORCID
110.07 158
11 A Review of physics-based and data-driven models for real-ti… (10.1016/j.egyai.2021.100114)
Abstract ORCID
107.15 138
12 Advances of machine learning in multi-energy district commun… (10.1016/j.egyai.2022.100187)
Abstract ORCID
101.87 108
13 Artificial intelligence application in a renewable energy-dr… (10.1016/j.egyai.2021.100123)
Abstract ORCID
101.47 106
14 Prognostic for fuel cell based on particle filter and recurr… (10.1016/j.egyai.2020.100017)
Abstract ORCID
99.56 97
15 ChemNODE: A neural ordinary differential equations framework… (10.1016/j.egyai.2021.100118)
Abstract ORCID
99.56 97
16 Artificial intelligence-driven real-world battery diagnostic… (10.1016/j.egyai.2024.100419)
Abstract ORCID
98.89 94
17 Artificial intelligence in renewable systems for transformat… (10.1016/j.egyai.2022.100182)
Abstract ORCID
97.71 89
18 Review of dynamic performance and control strategy of superc… (10.1016/j.egyai.2021.100078)
Abstract ORCID
97.47 88
19 Wind power forecasting based on new hybrid model with TCN re… (10.1016/j.egyai.2022.100199)
Abstract ORCID
97.22 87
20 Deep anomaly detection in horizontal axis wind turbines usin… (10.1016/j.egyai.2022.100145)
Abstract ORCID
96.98 86
21 Degradation prediction of proton exchange membrane fuel cell… (10.1016/j.egyai.2022.100205)
Abstract ORCID
95.42 80
22 Comparative techno-economic analysis of large-scale renewabl… (10.1016/j.egyai.2023.100282)
Abstract ORCID
94.88 78
23 Genetic algorithm-determined deep feedforward neural network… (10.1016/j.egyai.2020.100015)
Abstract ORCID
94.32 76
24 Boosting the optimization of membrane electrode assembly in… (10.1016/j.egyai.2021.100098)
Abstract ORCID
92.87 71
25 Quantifying key factors for optimised manufacturing of Li-io… (10.1016/j.egyai.2021.100129)
Abstract ORCID
92.56 70
26 Machine learning based fault detection and state of health e… (10.1016/j.egyai.2023.100237)
Abstract ORCID
91.63 67
27 A comprehensive review of electrochemical hybrid power suppl… (10.1016/j.egyai.2022.100175)
Abstract ORCID
91.30 66
28 Energy and AI (10.1016/j.egyai.2020.100002)
Abstract ORCID
90.65 64
29 A Conditional Generative adversarial Network for energy use… (10.1016/j.egyai.2021.100087)
Abstract ORCID
88.91 59
30 Lean and interpretable digital twins for building energy mon… (10.1016/j.egyai.2023.100304)
Abstract ORCID
88.54 58
31 Physics-Informed Neural Network for modeling and predicting… (10.1016/j.egyai.2025.100474)
Abstract ORCID
87.79 56
32 Degradation prediction of PEM water electrolyzer under const… (10.1016/j.egyai.2024.100420)
Abstract ORCID
87.41 55
33 A novel combined multi-battery dataset based approach for en… (10.1016/j.egyai.2021.100089)
Abstract ORCID
86.62 53
34 Machine learning-based assessment of the impact of the manuf… (10.1016/j.egyai.2021.100090)
Abstract ORCID
86.62 53
35 Electrical demand aggregation effects on the performance of… (10.1016/j.egyai.2022.100141)
Abstract ORCID
86.62 53
36 The effect of catalyst layer design on catalyst utilization… (10.1016/j.egyai.2023.100245)
Abstract ORCID
86.21 52
37 Overview on artificial intelligence in design of Organic Ran… (10.1016/j.egyai.2020.100011)
Abstract ORCID
85.80 51
38 Artificial neural network based optimization of a six-step t… (10.1016/j.egyai.2021.100075)
Abstract ORCID
85.80 51
39 Typical load profile-supported convolutional neural network… (10.1016/j.egyai.2021.100104)
Abstract ORCID
84.95 49
40 Water spatial distribution in polymer electrolyte membrane f… (10.1016/j.egyai.2023.100265)
Abstract ORCID
84.95 49
41 Correlation between microstructures and macroscopic properti… (10.1016/j.egyai.2021.100122)
Abstract ORCID
84.06 47
42 Prognostics for Lithium-ion batteries for electric Vertical… (10.1016/j.egyai.2023.100233)
Abstract ORCID
84.06 47
43 Perspective: Predicting and optimizing thermal transport pro… (10.1016/j.egyai.2022.100153)
Abstract ORCID
83.60 46
44 Numerical Investigation of a modified Kalina cycle system fo… (10.1016/j.egyai.2021.100117)
Abstract ORCID
82.66 44
45 Physical-based training data collection approach for data-dr… (10.1016/j.egyai.2021.100094)
Abstract ORCID
81.67 42
46 Ocean energy applications for coastal communities with artif… (10.1016/j.egyai.2022.100189)
Abstract ORCID
80.10 39
47 Application of self-adaptive temperature recognition in cold… (10.1016/j.egyai.2022.100155)
Abstract ORCID
79.55 38
48 Gym-ANM: Reinforcement learning environments for active netw… (10.1016/j.egyai.2021.100092)
Abstract ORCID
78.99 37
49 Prediction of office building electricity demand using artif… (10.1016/j.egyai.2021.100093)
Abstract ORCID
78.99 37
50 Prognostics and health management of alkaline water electrol… (10.1016/j.egyai.2023.100251)
Abstract ORCID
78.99 37