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RESEARCH PAPER · Frontiers in Physics · 2021

Machines for Materials and Materials for Machines: Metal-Insulator Transitions and Artificial Intelligence

Jennifer Fowlie, Alexandru Bogdan Georgescu, Bernat Mundet, Javier del Valle, Philippe Tückmantel

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Machines for Materials and Materials for Machines: Metal-Insulator Transitions and Artificial IntelligenceOriginalQuantifying the role of the lattice in metal–insulator phase transitions43Trigonal symmetry breaking and its electronic effects in the two-dimensional dihalides MX2 and trihalides MX323Uncertainty-aware mixed-variable machine learning for materials design37Review of the VO2 smart material applications with emphasis on its use for spacecraft thermal control41Thermally Induced Switching of Electrical and Optical Characteristics of VO2 Thin Nanostructured Films Fabricated by Radio Frequency Magnetron Sputtering2Recent developments in the state-of-the-art optoelectronic synaptic devices based on 2D materials: a review65

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  1. Quantifying the role of the lattice in metal–insulator phase transitions

    Communications Physics · 2022-05-31

    Alexandru Bogdan Georgescu, Andrew J. Millis

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  2. Trigonal symmetry breaking and its electronic effects in the two-dimensional dihalides MX2 and trihalides MX3

    Physical review. B./Physical review. B · 2022-06-29

    Alexandru Bogdan Georgescu, Andrew J. Millis, James M. Rondinelli

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  3. Uncertainty-aware mixed-variable machine learning for materials design

    Scientific Reports · 2022-11-17

    Hengrui Zhang, Wei Chen, Akshay Iyer, Daniel W. Apley, Wei Chen

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  4. Review of the VO2 smart material applications with emphasis on its use for spacecraft thermal control

    Frontiers in Materials · 2022-12-15

    Emile I. Haddad, Roman V. Kruzelecky, Piotr Murzionak, Wes R. Jamroz, Kamel Tagziria, Mohamed Chaker, Boris Le Drogoff

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  5. Thermally Induced Switching of Electrical and Optical Characteristics of VO2 Thin Nanostructured Films Fabricated by Radio Frequency Magnetron Sputtering

    Arabian Journal for Science and Engineering · 2023-10-06

    Mohammad F. Al-Kuhaili, Mohamed Abdulkader Dastageer, Darim Badur Ferry, Adil Hawsawi

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  6. Recent developments in the state-of-the-art optoelectronic synaptic devices based on 2D materials: a review

    Journal of Materials Chemistry C · 2024-01-01

    Rajesh Jana, Sagnik Ghosh, Ritamay Bhunia, Avijit Chowdhury

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