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RESEARCH PAPER · Accounts of Materials Research · 2025

Machine Learning for Prediction and Synthesis of Anion Exchange Membranes

Yongjiang Yuan, Pengda Fang, Han Yuan, Xiuyang Zou, Zhe Sun, Feng Yan

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

Open in your workspace →Saved 2026-10-14 · complete coverage
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Machine Learning for Prediction and Synthesis of Anion Exchange MembranesOriginalPerovskite Multiferroic Materials for Sensors and Transducers Applications0Constructing Hydrophilic Polymer Membranes with Microporosity for Aqueous Redox Flow Batteries5Advancing polymeric membranes for produced water treatment: From fouling mitigations to machine-learning driven design11Digital-intelligent empowerment of alkaline water electrolysis: cross-level optimization from components to systems0Machine learning in next-generation AEM fuel cells: a systematic review7Machine learning for high vapor permeability PVDF membranes in membrane distillation0A Triazine-Branched strategy for Anion Exchange Membranes: Synergistic enhancement of ion transport via Free Volume-Hydrogen bond-Conjugation integration2From Discovery to Deliverables: Bridging the Machine Learning, Synthesis, and Characterization Gap in Nanoscale Materials1Large Language Model‐Guided Design of Anti‐Swelling Hybrid Dual Network Membranes for Long‐Duration Alkaline Zinc Iron Flow Batteries2Spirofluorene-grafted triazine branched poly(aryl piperidinium) anion exchange membranes for high performance water electrolysis and flow batteries0Accelerating Green Hydrogen Generation Strategies for High‐Efficiency Auxiliary Hydrogen Production Under High Current Density2

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  1. Perovskite Multiferroic Materials for Sensors and Transducers Applications

    Materials horizons · 2025-01-01

    Sidharth D. Nair, Birundhavi Palanisamy, S. Alden Jenish, Sunil Kumar Pradhan

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  2. Constructing Hydrophilic Polymer Membranes with Microporosity for Aqueous Redox Flow Batteries

    ChemSusChem · 2025-03-11

    Peipei Zuo, Tongwen Xu

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  3. Advancing polymeric membranes for produced water treatment: From fouling mitigations to machine-learning driven design

    Journal of environmental chemical engineering · 2025-11-19

    Rawia Mohammed, Reema H. Alasfar, Maryam Al‐Ejji, Віктор Кочкодан, Alaa Alhawari

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  4. Digital-intelligent empowerment of alkaline water electrolysis: cross-level optimization from components to systems

    Chinese Science Bulletin (Chinese Version) · 2025-12-12

    Zhiguo Qu, Di Tian, Xinran Li, Jianfei Zhang

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  5. Machine learning in next-generation AEM fuel cells: a systematic review

    RSC Advances · 2026-01-01

    Srikanth Ponnada

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  6. Machine learning for high vapor permeability PVDF membranes in membrane distillation

    Journal of Membrane Science · 2026-02-18

    Ting Zou, Jianna Jia, Weiming You, Haoquan Zhang, Lu Zhou, Minyuan Han, Minyuan Han, Qingxiang Guo, Shitao Peng, Le Han

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  7. A Triazine-Branched strategy for Anion Exchange Membranes: Synergistic enhancement of ion transport via Free Volume-Hydrogen bond-Conjugation integration

    Journal of Membrane Science · 2026-03-11

    Xiaoyu Yu, Xiangwei Li, Yiman Gu, Yue Li, Yanchao Zhang, Baozeng Sun, Ruonan Zhao, Yifang Chang, Yu Kuai, Zhe Wang

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  8. From Discovery to Deliverables: Bridging the Machine Learning, Synthesis, and Characterization Gap in Nanoscale Materials

    Chemistry of Materials · 2026-05-01

    Ruyun Cai, Tianyi Gao, Fang Fang, Yang Liu

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  9. Large Language Model‐Guided Design of Anti‐Swelling Hybrid Dual Network Membranes for Long‐Duration Alkaline Zinc Iron Flow Batteries

    Small · 2026-05-06

    Yu Mu, J W Li, Jing Chen, Chenxi Dong, Juntao Zhang, Hailong Zhang, Yuanwei Zhang, Yichan Hu, Jinggang Lan, Haibo Hu, Guojin Liang

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  10. Spirofluorene-grafted triazine branched poly(aryl piperidinium) anion exchange membranes for high performance water electrolysis and flow batteries

    Chemical Engineering Journal · 2026-06-21

    Wei-Feng Yang, Yong-Xin An, RB Guo, Han Yan, Tiantian Wang, Chang-Ping Liu, Yong-Mei Tian, Wen-Bin Sun

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  11. Accelerating Green Hydrogen Generation Strategies for High‐Efficiency Auxiliary Hydrogen Production Under High Current Density

    ChemSusChem · 2026-08-10

    Hengxing Qiu, Shilong Wen, Qiuju Fu, Liting Yan, Xuebo Zhao

    Read original paper ↗ ·
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