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2. Autonomous closed-loop mechanistic investigation of molecular electrochemistry via automation. (2024). Costentin, Cyrille ; Zhang, Weitong ; Liu, Chong ; Tang, Tianhua ; Hoar, Benjamin B ; Gu, Quanquan ; Hazra, Avijit ; Rodriguez, Oliver ; Doyle, Abigail G ; Sigman, Matthew S ; Rodriguez-Lopez, Joaquin ; Sun, Jingwen ; Sheng, Hongyuan ; Xiang, Danlei ; Min, Daniel S.
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6. Machine Learning and Cointegration for Wind Turbine Monitoring and Fault Detection: From a Comparative Study to a Combined Approach. (2024). Dao, Phong B ; Knes, Pawe.
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7. Challenges and opportunities for second-life batteries: Key technologies and economy. (2024). Gu, Xubo ; Hu, Xiaosong ; Cui, Xiaofan ; Zhuang, Weichao ; Bai, Hanyu ; Song, Ziyou ; Li, Zhaojian.
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8. Capacity fading knee-point recognition method and life prediction for lithium-ion batteries using segmented capacity degradation model. (2024). Zhang, Zhiwei ; Liu, Ping ; Fu, Jian ; Zhao, Dawen.
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11. A hybrid data-driven method optimized by physical rules for online state collaborative estimation of lithium-ion batteries. (2024). Zhang, Ying ; Gu, Pingwei ; Duan, Bin.
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12. A comprehensive review of battery-based power service applications considering degradation: Research status and model integration. (2024). Son, Sung-Yong ; Park, Sung-Won ; Yu, Jung-Un ; Lee, Jin-Wook.
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13. Electrochemical model-based aging-adaptive fast charging of automotive lithium-ion cells. (2024). Johansson, Mikael ; Klett, Matilda ; Andersson, Malin ; Lindbergh, Goran ; Lodge, Andrew ; Siddiqui, Aamer ; Klass, Verena Lofqvist ; Prathimala, Venu Gopal ; Streb, Moritz.
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14. Lifecycle battery carbon footprint analysis for battery sustainability with energy digitalization and artificial intelligence. (2024). Zhou, Yuekuan.
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15. Collaborative and privacy-preserving retired battery sorting for profitable direct recycling via federated machine learning. (2023). Wang, YU ; Ji, Haocheng ; Rong, YU ; Liu, Haizhou ; Chen, Yuou ; Sun, Yaojie ; Zhou, Guangmin ; Zhang, Xuan ; Fu, Shiyi ; Tao, Shengyu ; Gao, Runhua ; Ma, Ruifei.
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16. Multiscale dynamics of charging and plating in graphite electrodes coupling operando microscopy and phase-field modelling. (2023). Kendrick, Emma ; Finegan, Donal P ; Lu, Xuekun ; Bertei, Antonio ; Das, Supratim ; Wade, Aaron ; Owen, Rhodri E ; Li, QI ; Shearing, Paul R ; Bazant, Martin Z ; Lagnoni, Marco ; Oregan, Kieran.
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17. Understanding capacity fade in organic redox-flow batteries by combining spectroscopy with statistical inference techniques. (2023). Modak, Sanat Vibhas ; Oudeif, Fairooz ; Herrera, Dylan ; Kwabi, David G ; Goldsmith, Bryan R ; Huan, Xun ; Shen, Wanggang ; Singh, Siddhant.
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18. Extreme fast charging of commercial Li-ion batteries via combined thermal switching and self-heating approaches. (2023). Tucker, Michael C ; Shen, Fengyu ; Chalise, Divya ; Zeng, Yuqiang ; Dames, Chris ; Fu, Yanbao ; Zhang, Buyi ; Battaglia, Vincent ; Kaur, Sumanjeet ; Lubner, Sean D ; Miao, Ruijiao ; Prasher, Ravi S ; Zheng, Qiye.
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19. Online Lifetime Prediction for Lithium-Ion Batteries with Cycle-by-Cycle Updates, Variance Reduction, and Model Ensembling. (2023). Ibraheem, Rasheed ; Reis, Gonalo Dos ; Strange, Calum.
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20. A Review of Remaining Useful Life Prediction for Energy Storage Components Based on Stochastic Filtering Methods. (2023). Liu, Zhiwei ; Zheng, Yufeng ; Zhang, Yong ; Shao, Liyuan.
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21. A Review of the Applications of Explainable Machine Learning for Lithium–Ion Batteries: From Production to State and Performance Estimation. (2023). Haghi, Sajedeh ; Daub, Rudiger ; Niri, Mona Faraji ; Hashemian, Mojgan ; Aslansefat, Koorosh ; Marco, James.
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22. Explainability-driven model improvement for SOH estimation of lithium-ion battery. (2023). Shang, Zuogang ; Zhai, Zhi ; Zhao, Zhibin ; Chen, Xuefeng ; Yan, Ruqiang ; Wang, Fujin.
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23. Feature disentanglement and tendency retainment with domain adaptation for Lithium-ion battery capacity estimation. (2023). Zhao, Zhibin ; Guo, Yanjie ; Chen, Xuefeng ; Wang, Shibin ; Zhai, Zhi.
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24. An interpretable state of health estimation method for lithium-ion batteries based on multi-category and multi-stage features. (2023). Miao, Qiang ; Zhang, Heng ; Lyu, Guangzheng.
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25. Joint modeling for early predictions of Li-ion battery cycle life and degradation trajectory. (2023). Ma, Zhengwei ; Chen, Zhang ; Zhou, YU ; Shen, Wenjing ; Xu, Kangkang.
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26. A module-level charging optimization method of lithium-ion battery considering temperature gradient effect of liquid cooling and charging time. (2023). Fan, Zhaohui ; Fu, Yijie ; Liu, Shutian ; Gao, Renjing ; Liang, Hong.
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27. Life prediction model for lithium-ion battery considering fast-charging protocol. (2023). Wu, Lifeng ; Wang, Hongmin ; Zhang, Chen.
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28. Early prediction of Lithium-ion cell degradation trajectories using signatures of voltage curves up to 4-minute sub-sampling rates. (2023). Wu, Yue ; Lyons, Terry ; Ibraheem, Rasheed ; Reis, Gonalo Dos.
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29. Battery fault diagnosis and failure prognosis for electric vehicles using spatio-temporal transformer networks. (2023). Lian, Yubo ; Feng, Xuning ; Ouyang, Minggao ; Wang, Junbin ; Zhao, Jingyuan ; Burke, Andrew F.
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30. Optimization of speed trajectory for electric wheel loaders: Battery lifetime extension. (2023). Lin, Zichang ; Zhang, Haoxiang ; Wang, Feng ; Xu, Bing.
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31. Autonomous optimization of non-aqueous Li-ion battery electrolytes via robotic experimentation and machine learning coupling. (2022). Burke, Sven ; Whitacre, Jay ; Mitchell, Jared ; Lin, Hongyi ; Dave, Adarsh ; Viswanathan, Venkatasubramanian.
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32. Impedance-based forecasting of lithium-ion battery performance amid uneven usage. (2022). Stimming, Ulrich ; Jones, Penelope K ; Lee, Alpha A.
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33. Data-driven capacity estimation of commercial lithium-ion batteries from voltage relaxation. (2022). Zhu, Jiangong ; Ehrenberg, Helmut ; Huang, Yuan ; Dai, Haifeng ; Wang, Yixiu ; Gopaluni, Bhushan R ; Cao, Yankai ; Senyshyn, Anatoliy ; Wei, Xuezhe ; Liu, Xinhua ; Knapp, Michael ; Heere, Michael ; Muhlbauer, Martin J ; Mereacre, Liuda.
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34. Towards Sustainable Fuel Cells and Batteries with an AI Perspective. (2022). Chellappan, Vijila ; Ramakrishna, Seeram ; Rao, Rayavarapu Prasada ; Ramasubramanian, Brindha.
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35. Theoretical and Experimental Analysis of a New Intelligent Charging Controller for Off-Board Electric Vehicles Using PV Standalone System Represented by a Small-Scale Lithium-Ion Battery. (2022). Memon, Saim ; Makeen, Peter ; Ghali, Hani A.
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36. Non-Invasive Detection of Lithium-Metal Battery Degradation. (2022). Iurilli, Pietro ; Luppi, Luigi ; Brivio, Claudio.
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38. Alternative combined co-estimation of state of charge and capacity for lithium-ion batteries in wide temperature scope. (2022). Zhang, Yuanjian ; Liu, Yonggang ; Shu, Xing ; Ma, Wensai ; Xiong, Jian ; Shen, Jiangwei ; Chen, Zheng.
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40. Data efficient health prognostic for batteries based on sequential information-driven probabilistic neural network. (2022). Yang, Yalian ; Sui, Xin ; Hu, Xiaosong ; Teodorescu, Remus ; Bharadwaj, Pallavi ; Stroe, Daniel-Ioan ; Zheng, Yusheng ; Che, Yunhong ; Wu, Yue.
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41. Fast charging design for Lithium-ion batteries via Bayesian optimization. (2022). Asinger, Patrick A ; Bazant, Martin Z ; Berliner, Marc D ; Lai, Kun ; Zhao, Hongbo ; Jiang, Benben ; Braatz, Richard D ; Herring, Patrick K.
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42. Sparse data machine learning for battery health estimation and optimal design incorporating material characteristics. (2022). Lu, Wei ; Zhang, Jianyu.
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43. Deep neural network battery life and voltage prediction by using data of one cycle only. (2022). Xiong, Rui ; Tsou, Nien-Ti ; Chen, Nan-Yow ; Li, JU ; Hsu, Chia-Wei.
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44. Analysis of Synthetic Voltage vs. Capacity Datasets for Big Data Li-ion Diagnosis and Prognosis. (2021). Dubarry, Matthieu ; Beck, David.
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45. Elbows of Internal Resistance Rise Curves in Li-Ion Cells. (2021). Li, Shawn ; Gilchrist, Richard ; Reis, Gonalo Dos ; Strange, Calum.
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46. Lithium-Ion Battery Operation, Degradation, and Aging Mechanism in Electric Vehicles: An Overview. (2021). Li, Yaqi ; Pedersen, Kjeld ; Guo, Jia ; Stroe, Daniel-Ioan.
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47. Lithium Battery SOH Monitoring and an SOC Estimation Algorithm Based on the SOH Result. (2021). Lee, Jong-Hyun.
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48. Event-Driven Coulomb Counting for Effective Online Approximation of Li-Ion Battery State of Charge. (2020). Qaisar, Saeed Mian.
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49. Towards the swift prediction of the remaining useful life of lithium-ion batteries with end-to-end deep learning. (2020). Yi, Yung ; Hong, Joonki ; Jeong, Eui-Rim ; Lee, Dongheon.
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50. Actively temperature controlled health-aware fast charging method for lithium-ion battery using nonlinear model predictive control. (2020). Yin, Yilin ; Choe, Song-Yul.
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