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RESEARCH PAPER · Energy storage materials · 2024

AI for dielectric capacitors

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16 direct citing papers in this saved network. Explore the next layer with second-order citations.

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42 direct citing works

AI for dielectric capacitorsOriginalDilute nanocomposites for capacitive energy storage: progress, challenges and prospects17Recent Progress of Transition Metal‐Based Oxide Composite Electrode Materials in Supercapacitor78A Noise Immune Physics Informed Data-Driven Digital Twin for Inverter Component Degradation Estimation3Synthesis, characterization, and dielectric properties of bentonite clay modified with (3-chloropropyl)triethoxysilane and Co( ii ) porphyrin complex for technological and electronic device applications17Machine learning research advances in energy storage polymer-based dielectrics11Deep Learning-Driven Molecular Generation and Electrochemical Property Prediction for Optimal Electrolyte Additive Design8Recent trends in all-organic polymer dielectrics for high-temperature electrostatic energy storage capacitors65Self-healing metalized film capacitors: Quo Vadis?6Photo‐Induced Dipole Engineering for Enhanced Dielectric Polarization in High‐Temperature Capacitive Energy Storage Polymers10Polyolefin-Based Cross-Linked Networks for Self-Healing and Thermostable Capacitors2Polymers for Controlling Naturally Occurring Biological Hazards, Pharmaceuticals, and Industrial Contaminants0Artificial Intelligence Empowered New Materials: Discovery, Synthesis, Prediction to Validation15Enhanced High‐Temperature Capacitive Energy Storage in Polynorbornene Nanocomposites Enabled by Functional Side‐Chain Groups and Physical Cross‐links0Novel predictive modeling of capacitor module activation in critical power systems using random forest and SMOTE: A case study at a radioactive waste management installation0Taming the Cold: Failure Mechanisms and Modification Strategies for Low‐Temperature Zinc‐Ion Capacitors0Machine Learning‐Assisted Development in Insulating Materials for High Voltage Applications0

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  1. Dilute nanocomposites for capacitive energy storage: progress, challenges and prospects

    Chemical Science · 2024-01-01

    Li Li, Wenhan Xu, Guanchun Rui, Shixian Zhang, Q. M. Zhang, Qing Wang

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  2. Recent Progress of Transition Metal‐Based Oxide Composite Electrode Materials in Supercapacitor

    Advanced Sustainable Systems · 2024-09-23

    Chuanyin Xiong, Yadong Su

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  3. A Noise Immune Physics Informed Data-Driven Digital Twin for Inverter Component Degradation Estimation

    IEEE Access · 2025-01-01

    Sukanta Roy, Arif I. Sarwat

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  4. Synthesis, characterization, and dielectric properties of bentonite clay modified with (3-chloropropyl)triethoxysilane and Co( ii ) porphyrin complex for technological and electronic device applications

    Materials Advances · 2025-01-01

    Sahar Hassona El-Khalafy, Mahmoud T. Hassanein, Mohamed M Alaskary, Galal H. Ramzy, Ahmed I. Ali

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  5. Machine learning research advances in energy storage polymer-based dielectrics

    Computational Materials Science · 2025-01-11

    Qixin Yuan, Dong Yue, Zhe Zhang, Yu Feng, Qingguo Chen

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  6. Deep Learning-Driven Molecular Generation and Electrochemical Property Prediction for Optimal Electrolyte Additive Design

    Applied Sciences · 2025-03-26

    Dongryun Yoon, Jaekyu Lee, Sang-Yub Lee

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  7. Recent trends in all-organic polymer dielectrics for high-temperature electrostatic energy storage capacitors

    Progress in Polymer Science · 2025-04-25

    Zongliang Xie, Lu Fan, He Li, Zhaoyu Ran, Shiqi Lai, Xiaoyan Liu, Ashlin M. Deatherage, Yalin Wang, Qi Li, Yi Yin, Yi Yin

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  8. Self-healing metalized film capacitors: Quo Vadis?

    Energy Storage and Conversion · 2025-05-28

    Nadezhda A. Andreeva, Vitaly V. Chaban

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  9. Photo‐Induced Dipole Engineering for Enhanced Dielectric Polarization in High‐Temperature Capacitive Energy Storage Polymers

    Advanced Functional Materials · 2025-09-01

    Zhantao Pei, Meng He, Wutong Zhao, Caiyi Yang, Bin Chai, Pingkai Jiang, Jie Ying Chen, Xingyi Huang

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  10. Polyolefin-Based Cross-Linked Networks for Self-Healing and Thermostable Capacitors

    ACS Applied Engineering Materials · 2025-12-22

    Neha Mulchandani, Bartosz Mikolaj Gackowski, William Greenbank, Thomas Ebel, Anne Ladegaard Skov, Anders Egede Daugaard

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  11. Polymers for Controlling Naturally Occurring Biological Hazards, Pharmaceuticals, and Industrial Contaminants

    Springer eBooks · 2026-01-01

    Tintswalo Nomsa Mgwenya, S.Z.Z. Cobongela, Phumlane Selby Mdluli

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  12. Artificial Intelligence Empowered New Materials: Discovery, Synthesis, Prediction to Validation

    Nano-Micro Letters · 2026-01-10

    Ying Cao, Fu Hong, Jian Lü, Yuejiao Chen, Titao Jing, Xi Fan, Bingang Xu

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  13. Enhanced High‐Temperature Capacitive Energy Storage in Polynorbornene Nanocomposites Enabled by Functional Side‐Chain Groups and Physical Cross‐links

    Small · 2026-06-07

    Zhijia Wang, Hao Zhong, Jing Ye, Zhongqiang Ye, Sheng Chen

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  14. Novel predictive modeling of capacitor module activation in critical power systems using random forest and SMOTE: A case study at a radioactive waste management installation

    International Journal of Electrical Engineering Education · 2026-06-30

    Maulana Ridhwan Riziq, Titik Sundari, Sugianto Sugianto, Yuli Purwanto, Suryantoro Suryantoro, Fajar Rahayu Ikhwannul Mariati, Ni Putu Devira Ayu Martini

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  15. Taming the Cold: Failure Mechanisms and Modification Strategies for Low‐Temperature Zinc‐Ion Capacitors

    Advanced Functional Materials · 2026-09-07

    Luzhi Liu, Leyi Zhang, Weiming Lian, Zhe Xiao, Piaoyang Fang, Wei Wang, Yiling Sun, Zhengfang Qian, Renheng Wang

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  16. Machine Learning‐Assisted Development in Insulating Materials for High Voltage Applications

    High Voltage · 2026-09-26

    Yichen Ran, Yi Wang, Chang-Heng Li, Jingyu Deng, Jian Wang, Haochen Zuo, Chen Zhao, Qian Wang, Yi Li, Song Xiao, Zhengyong Huang, Chao Jun Wu, Zhonghui Shen, Kunming Shi, Fei LIU, Jie Chen, Jian Li, Xingyi Huang

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