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RESEARCH PAPER · Energy storage materials · 2025

Covalent organic framework-based solid polymer electrolytes for metal-ion batteries: pioneering the future of DFT, MD, and ML techniques

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Open in your workspace →Saved 2026-10-14 · complete coverage
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Covalent organic framework-based solid polymer electrolytes for metal-ion batteries: pioneering the future of DFT, MD, and ML techniquesOriginalElectrolyte architecture as the unifying design principle for hybrid solid polymer electrolytes0Fusing attention mechanism and MLP for root cause diagnosis of lithium-ion battery inconsistency2Structure–morphology–transport relationships in biopolymer-based conducting materials for sustainable electronics0Integration Framework for Multifunctional Hydrogel Electrolyte Modification Strategies in Aqueous Zinc‐Ion Batteries from Molecular Design to Device Application0

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  1. Electrolyte architecture as the unifying design principle for hybrid solid polymer electrolytes

    The Innovation Energy · 2026-01-01

    Anagipura Tharika Gimhani, Muhammad Muzakir, Shanmin Wang, Prasit Pattananuwat, Manunya Okhawilai, Jiaqian Qin

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  2. Fusing attention mechanism and MLP for root cause diagnosis of lithium-ion battery inconsistency

    Journal of Power Sources · 2026-01-07

    Shichao Wang, Yujie Wang

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  3. Structure–morphology–transport relationships in biopolymer-based conducting materials for sustainable electronics

    Materials Today Communications · 2026-09-01

    Lalita Chopra, Ridhima Khanna, Charvy Dhand, Pirozzi Domenico, Filomena Sannino

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  4. Integration Framework for Multifunctional Hydrogel Electrolyte Modification Strategies in Aqueous Zinc‐Ion Batteries from Molecular Design to Device Application

    Advanced Functional Materials · 2026-10-07

    Shimeng Liu, Yiming Wang, Lei Wang, Yongxia Miao, Lingling Xie, Hongjun Chen, Xiaobo Ji, Xiaoyu Cao, Limin Zhu

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