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RESEARCH PAPER · Journal of Molecular Modeling · 2025

A mini review on revolutionizing hydrogenation catalysis: unleashing transformative power of artificial intelligence

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Open in your workspace →Saved 2026-10-14 · complete coverage
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A mini review on revolutionizing hydrogenation catalysis: unleashing transformative power of artificial intelligenceOriginalRetracted article: Catalytic CO 2 hydrogenation to sustainable aviation fuel: mechanisms and pathways to net-zero7Artificial intelligence in materials science and chemistry: Past, present and future trajectories9Catalyst screening for electrochemical ammonia synthesis: a critical review3From copper-chromite to MXenes: A century of furfural hydrogenation – Experiments, DFT, machine learning, and path forward1

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  1. Retracted article: Catalytic CO 2 hydrogenation to sustainable aviation fuel: mechanisms and pathways to net-zero

    Sustainable Energy & Fuels · 2025-01-01

    Nur’ain Nadia Shapril, Yasmin Abdul Wahab, Durga Devi Suppiah, Mohd Rafie Johan

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  2. Artificial intelligence in materials science and chemistry: Past, present and future trajectories

    Materials Today Chemistry · 2025-10-01

    Etinosa Osaro, Nell Karpinski, Sonia Alornyo, Joshua O. Ighalo

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  3. Catalyst screening for electrochemical ammonia synthesis: a critical review

    Nanoscale Advances · 2026-01-01

    Dominik G. Jammal, Ricardo Bernardino, Nuno Canha, Cristina M. Cordas, Rui P. P. L. Ribeiro

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  4. From copper-chromite to MXenes: A century of furfural hydrogenation – Experiments, DFT, machine learning, and path forward

    Renewable and Sustainable Energy Reviews · 2026-02-13

    Ayyaz Mahmood, Sijie Li, Jin Liu, Venkata Rao Madduluri, Xi Gao

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