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RESEARCH PAPER · ACS Applied Materials & Interfaces · 2026

Rational Design of High-Quality ZIF-8 Membranes: Machine Learning-Guided Optimization of ALD ZnO Conversion

Kevin Dedecker, Martin Drobek, Mikhaël Bechelany, A. Julbe

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

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Rational Design of High-Quality ZIF-8 Membranes: Machine Learning-Guided Optimization of ALD ZnO ConversionOriginalZeolitic imidazolate frameworks for lung cancer diagnosis and therapy: design principles and biomedical applications0Confined catalysis-membrane separation coupling technology for water treatment: A comprehensive review of material design, multi-process coupling mechanisms, and engineering challenges0Machine Learning-Guided Design of ZIF-8 Polymer Nanocomposites for Sustainable Applications: Current Progress and Future Opportunities0Development of a polyaniline–Al2O3 nanocomposite for highly sensitive and selective detection of diazomethane gas0Can Small Language Models Learn Materials Synthesis From Limited Experiments? A ZnO‐to‐ZIF‐8 Case Study0Atomic‐Layer Materials for Energy Storage Systems0

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  1. Zeolitic imidazolate frameworks for lung cancer diagnosis and therapy: design principles and biomedical applications

    Biomaterials Science · 2026-01-01

    Tianqing Jiang, Shihai Yin, Shiting Tang, Yi Zhou, Pingfang Lu, Alireza Nezamzadeh‐Ejhieh, Shaobo Liu, Shreya Srivastava, Abhinav Kumar

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  2. Confined catalysis-membrane separation coupling technology for water treatment: A comprehensive review of material design, multi-process coupling mechanisms, and engineering challenges

    Separation and Purification Technology · 2026-08-22

    Qiaohui Wu, Shengyang Zheng, Lin Wang, Jun Li, Haitao Zhao, Manhong Huang

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  3. Machine Learning-Guided Design of ZIF-8 Polymer Nanocomposites for Sustainable Applications: Current Progress and Future Opportunities

    Processes · 2026-09-09

    Huy Loc Nguyen, Thi Bich Ngoc Nguyen

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  4. Development of a polyaniline–Al2O3 nanocomposite for highly sensitive and selective detection of diazomethane gas

    Journal of Materials Science · 2026-09-11

    Gourishanker Bhure, Ameena Parveen, M. Madesh Kumar, Aashis.S. Roy

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  5. Can Small Language Models Learn Materials Synthesis From Limited Experiments? A ZnO‐to‐ZIF‐8 Case Study

    physica status solidi (b) · 2026-09-24

    Ngo T. Que, Nguyen T. T. Duyen, Nguyen A. Duc, Anh Duc Phan

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  6. Atomic‐Layer Materials for Energy Storage Systems

    Small · 2026-10-04

    Quoc Bao Le, Ashish Bhatnagar, Amit Kumar, Ram Krishna Gupta

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