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RESEARCH PAPER · Nature Computational Science · 2025

Balancing autonomy and expertise in autonomous synthesis laboratories

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Balancing autonomy and expertise in autonomous synthesis laboratoriesOriginalAccelerated development of battery materials leveraging artificial intelligence and automation3Impact of Domain Knowledge on the Property Prediction of Specialized Machine Learning Models5Specialized modeling, database, and AI for Li-ion and Na-ion battery materials1Synthesis‐Driven Functionality in High‐Entropy Materials34Advancing materials discovery through artificial intelligence68

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  1. Accelerated development of battery materials leveraging artificial intelligence and automation

    MRS Communications · 2025-06-16

    Tong Zhao, Xiaozhao Liu, Yan Zeng

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  2. Impact of Domain Knowledge on the Property Prediction of Specialized Machine Learning Models

    ACS Materials Letters · 2025-07-01

    Lin Wang, Tanjin He, Bin Ouyang

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  3. Specialized modeling, database, and AI for Li-ion and Na-ion battery materials

    MRS Communications · 2025-09-05

    Benjamin Cahill, Lin Wang, Bin Ouyang

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  4. Synthesis‐Driven Functionality in High‐Entropy Materials

    Small · 2025-09-30

    Anurag Khandelwal, George Mathew, Subramshu Bhattacharya, Alexander Colsmann, Gabriel Cadilha Marques, Miriam Botros, Florian Strauss, Jiangyuan Xing, John Silvester Raju, Arivazhagan Ponnusamy, Jasmin Aghassi‐Hagmann, Torsten Brezesinski, Simon Schweidler, Ben Breitung

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  5. Advancing materials discovery through artificial intelligence

    Applied Materials Today · 2025-11-05

    Martin Otyepka, Martin Pykal, Michal Otyepka

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