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RESEARCH PAPER · ChemistrySelect · 2026

Artificial Intelligence in Accelerating Materials Discovery: Opportunities and Challenges

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

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Artificial Intelligence in Accelerating Materials Discovery: Opportunities and ChallengesOriginalMachine Learning‐Guided Discovery of Novel p ‐Type Heterojunction Materials for High‐Efficiency β‐Ga 2 O 3 Power Electronics0Lithium-Ion Batteries as a Cornerstone of Electric Vehicle Advancement: Innovations, Challenges, and Policy Implications1Multimodal AI + Big Data Empowers Perovskite Solar Cell Material Innovation and R&D Application Platform0The next-generation polymer composite revolution: AI-driven multi-functional polymer composite for intelligent additive manufacturing2A review of artificial intelligence in materials screening: Data, models, and applications in forensic science0Surface modification of magnesium alloys for biomedical applications: Recent progress and emerging artificial intelligence approaches0Artificial intelligence-assisted design and optimization of radiation shielding materials for medical applications0Generative artificial intelligence for nanomaterial discovery and nanoengineering: From data-driven design to autonomous laboratories0Deep learning-guided multi-material optimization of Al2O3 washcoated additively manufactured monoliths for efficient ethanol steam reforming and hydrogen production0

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  1. Machine Learning‐Guided Discovery of Novel p ‐Type Heterojunction Materials for High‐Efficiency β‐Ga 2 O 3 Power Electronics

    International Journal of Energy Research · 2026-01-01

    Madani Labed, Amina Benslim, Bo‐In Park, You Seung Rim

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  2. Lithium-Ion Batteries as a Cornerstone of Electric Vehicle Advancement: Innovations, Challenges, and Policy Implications

    Topics in Current Chemistry · 2026-04-07

    Benedict Nnachi Alum, Darlington Arinze Echegu, Esther Ugo Alum, Daniel Ejim Uti, Simeon Ikechukwu Egba, Jude Uchechukwu Aleke

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  3. Multimodal AI + Big Data Empowers Perovskite Solar Cell Material Innovation and R&D Application Platform

    Unknown journal · 2026-05-08

    Yuheng Chen, Xinlong Zhang, Xiaojian Zhang, Chuan Zhang

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  4. The next-generation polymer composite revolution: AI-driven multi-functional polymer composite for intelligent additive manufacturing

    Review of Materials Research · 2026-05-28

    Quanjin Ma, R. A. Ilyas, Mohd Shahneel Saharudin, Rejab M.R, Fawad Inam, Nadlene Razali, Yiheng Song, Bo Sun, Muhammad Asyraf Muhammad Rizal

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  5. A review of artificial intelligence in materials screening: Data, models, and applications in forensic science

    Next Materials · 2026-07-14

    Sahana Datta, Ripan Chakraborty, Riddhit Bhattacharjee, Aditya Kumar Kar

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  6. Surface modification of magnesium alloys for biomedical applications: Recent progress and emerging artificial intelligence approaches

    Progress in Organic Coatings · 2026-07-21

    Amit Mahajan, Parneet Kaur, Sandeep Devgan, Gurcharan Singh

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  7. Artificial intelligence-assisted design and optimization of radiation shielding materials for medical applications

    Journal of Radiation Research and Applied Sciences · 2026-08-07

    Ruth Kanyana, Living Ounyesiga, Afam Uzorka

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  8. Generative artificial intelligence for nanomaterial discovery and nanoengineering: From data-driven design to autonomous laboratories

    Next Nanotechnology · 2026-09-05

    Vilas A. Chavan

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  9. Deep learning-guided multi-material optimization of Al2O3 washcoated additively manufactured monoliths for efficient ethanol steam reforming and hydrogen production

    APL Energy · 2026-10-01

    Tawfikur Rahman, Nibedita Deb

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