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RESEARCH PAPER · Journal of Solid State Chemistry · 2024

Novelty detection in the design of synthesis of garnet-structured solid electrolytes

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Novelty detection in the design of synthesis of garnet-structured solid electrolytesOriginalOxide ceramics of A2M3O12 family with negative and close-to-zero thermal expansion coefficients: Machine learning-based modeling of functional characteristics12Input Consistency Regularization for Modeling Negative Thermal Expansion Characteristics of A2M3O12 Family of Compounds0Input Consistency Regularization of Experimental Data for Modeling Functional Characteristics of A2M3O12${\rm A}_{2} {\rm M}_{3} {\rm O}_{12}$ Family of Compounds0Data driven intelligent research and development of gel electrolyte: Methods, challenges and cutting-edge trends1Machine Learning Guided Design of Doped Lithium Lanthanum Zirconium Oxide ( LLZO ) for Improved Performance0Mechanochemical synthesis and physicochemical properties of fluorite- and tysonite-type solid electrolytes in the PbF2-LaF3 system0

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  1. Oxide ceramics of A2M3O12 family with negative and close-to-zero thermal expansion coefficients: Machine learning-based modeling of functional characteristics

    Journal of Alloys and Compounds · 2024-04-08

    Natalia V. Kireeva, Aslan Yu. Tsivadze

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  2. Input Consistency Regularization for Modeling Negative Thermal Expansion Characteristics of A2M3O12 Family of Compounds

    ChemRxiv · 2024-08-28

    Natalia V. Kireeva, Aslan Yu. Tsivadze

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  3. Input Consistency Regularization of Experimental Data for Modeling Functional Characteristics of A2M3O12${\rm A}_{2} {\rm M}_{3} {\rm O}_{12}$ Family of Compounds

    Advanced Theory and Simulations · 2025-04-22

    Natalia V. Kireeva, Aslan Yu. Tsivadze

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  4. Data driven intelligent research and development of gel electrolyte: Methods, challenges and cutting-edge trends

    Green Energy & Environment · 2026-04-01

    Yuanchuan Ren, Renjie Huang, Shiyong Zhao, Xuejun Zhu, Yuhang Lin, Tingfeng Su, Cheng Wang, Nanqi Ren

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  5. Machine Learning Guided Design of Doped Lithium Lanthanum Zirconium Oxide ( LLZO ) for Improved Performance

    Energy Storage · 2026-05-19

    Bernice Ngwi Abraham, Elvis Twumasi, Desmond Edem Primus Klenam, Tabiri Kwayie Asumadu, Abdulhakeem Bello, Vitalis Chioh Anye, N. A. Burnham, Rodica Neamtu, Winston Oluwole Soboyejo

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  6. Mechanochemical synthesis and physicochemical properties of fluorite- and tysonite-type solid electrolytes in the PbF2-LaF3 system

    Journal of Solid State Chemistry · 2026-07-06

    Qianlong Ji, Natalia A. Mel’nikova, Oleg V. Glumov, I. V. Murin

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