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RESEARCH PAPER · Materials Today Electronics · 2025

Accelerated discovery of vanadium oxide compositions: A WGAN-VAE framework for materials design

Danial Ebrahimzadeh, Safura Sharifi, Yaser Mike Banad

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

Open in your workspace →Saved 2026-10-14 · complete coverage
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Accelerated discovery of vanadium oxide compositions: A WGAN-VAE framework for materials designOriginalA survey of AI-supported materials informatics7Single Crystals of Vanadium Oxides as a Lens for Understanding Structural and Electronic Phase Transformations, Ion Transport, Chemo-Mechanical Coupling, and Electrothermal Neuronal Emulation13Deep learning methods for 2D material electronic properties9Machine Learning-Driven Discovery of Stable Vanadium Oxide Compositions for Aerospace Applications0Computational and experimental pathways to next-generation ultrawide-band-gap oxide semiconductors0Efficient Memristor Neural Networks for Edge AI: On-Chip Learning, Noise Robustness, Device-Variation Tolerance, and Sublinear Energy and Time Scaling2Tunable dual-band THz metamaterial absorber with regression-learning-enabled numerical redesign0

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  1. A survey of AI-supported materials informatics

    Computer Science Review · 2025-10-17

    Sanjay Chakraborty, Jonas Björk, Martin Dahlqvist, Johanna Rosen, Fredrik Heintz

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  2. Single Crystals of Vanadium Oxides as a Lens for Understanding Structural and Electronic Phase Transformations, Ion Transport, Chemo-Mechanical Coupling, and Electrothermal Neuronal Emulation

    Chemical Reviews · 2025-10-23

    John D. Ponis, Shruti Hariyani, George Agbeworvi, S. Chakraborty, Victor H. Balcorta, James Pérez-Vázquez, Benjamin L. Rogers, Yu-Hsiang Chiang, A.M. Jessel, Timothy D. Brown, Richard Stanley Williams, Matt Pharr, Xiaofeng Qian, Sarbajit Banerjee

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  3. Deep learning methods for 2D material electronic properties

    Digital Discovery · 2025-12-09

    Artem Mishchenko, Anupam Bhattacharya, Xiangwen Wang, Henry Kelbrick Pentz, Yihao Wei, Qian Yang

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  4. Machine Learning-Driven Discovery of Stable Vanadium Oxide Compositions for Aerospace Applications

    AIAA SciTech Forum · 2026-01-08

    Danial Ebrahimzadeh, Safura Sharifi, Yaser 'Mike' M. Banad

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  5. Computational and experimental pathways to next-generation ultrawide-band-gap oxide semiconductors

    Nano Convergence · 2026-02-04

    Sieun Chae, J. H. Kim, Joshua R. Anderson, Sanghyun Hong, Yaser Mike Banad, Hanjong Paik

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  6. Efficient Memristor Neural Networks for Edge AI: On-Chip Learning, Noise Robustness, Device-Variation Tolerance, and Sublinear Energy and Time Scaling

    IEEE Transactions on Computers · 2026-02-04

    M.Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir, Safura Sharifi, Yaser Mike Banad

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  7. Tunable dual-band THz metamaterial absorber with regression-learning-enabled numerical redesign

    Scientific Reports · 2026-04-07

    Sumaia Jahan Mishu, Yaser Mike Banad, Safura Sharifi

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