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RESEARCH PAPER · Nature Computational Science · 2026

DiffSyn: a generative diffusion approach to materials synthesis planning

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

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DiffSyn: a generative diffusion approach to materials synthesis planningOriginalLanguage Models Enable Data-Augmented Synthesis Planning for Inorganic Materials8The first stage of solving the three-body problem for the helium atom in the initial approximation0Extreme quantum confinement and emergent phenomena in one-dimensional atomic wires3From Screening to Generation: Reshaping the Paradigm of New Energy Materials Discovery With Artificial Intelligence2Current Understandings and Future Opportunities Related to the Structure Direction in Zeolite Synthesis2Recent progress of zeolite-based catalysts for industrial applications2Taking Care of Complexity: A Pragmatic View on Computational Modeling in Catalysis and Materials Science0Artificial intelligence for sustainable chemical synthesis: Advances in catalysis, biocatalysis, solvents, materials, and life cycle assessment0

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  1. Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials

    ACS Applied Materials & Interfaces · 2025-11-26

    Thorben Prein, Elton Pan, Janik Jehkul, Steffen Weinmann, Elsa Olivetti, Jennifer L. M. Rupp

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  2. The first stage of solving the three-body problem for the helium atom in the initial approximation

    AIP conference proceedings · 2026-01-01

    Ibratjon X. Aliyev, Bokhodir Karimov, Joraqozi Sh Barotov, Khurshida Aliyevna Ustadjalilova, Soyibnazarov Abbosjon Ikromjonovich, Yulduzxon Sultonova

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  3. Extreme quantum confinement and emergent phenomena in one-dimensional atomic wires

    Computational Materials Today · 2026-02-26

    Yanyan Zhao, Si Lang Zhou, Nanshu Liu, Lixing Kang, Jijun Zhao

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  4. From Screening to Generation: Reshaping the Paradigm of New Energy Materials Discovery With Artificial Intelligence

    cScience · 2026-03-01

    Shengxian Liu, Kan Tang, Jian Xin Zhou, Zhimei Sun

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  5. Current Understandings and Future Opportunities Related to the Structure Direction in Zeolite Synthesis

    ACS Applied Materials & Interfaces · 2026-06-10

    Jeffrey D. Rimer, Manuel Moliner, Lukáš Grajciar, Alexandra Navrotsky, Jeremy C. Palmer, Daniel Schwalbe‐Koda, Stacey I. Zones

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  6. Recent progress of zeolite-based catalysts for industrial applications

    Coordination Chemistry Reviews · 2026-06-17

    Hao Meng, Long-Yat Lai, Cong Lin, Ka‐Fu Yung

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  7. Taking Care of Complexity: A Pragmatic View on Computational Modeling in Catalysis and Materials Science

    Journal of Chemical Theory and Computation · 2026-06-17

    Giacomo Melani, Bernardino Tirri, GiovanniMaria Piccini

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  8. Artificial intelligence for sustainable chemical synthesis: Advances in catalysis, biocatalysis, solvents, materials, and life cycle assessment

    Next Materials · 2026-09-11

    Kadimi Anitha, Raveendra Babu Kothapalli, Bondigalla Ramachandra, SrihariSomeswararao Vakkapatla, Rajeswari Lalam, Bandaru Madhav

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