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RESEARCH PAPER · Journal of Materials Chemistry C · 2025

Exploration of nonlinear optical materials by introducing information science

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Exploration of nonlinear optical materials by introducing information scienceOriginalNormalized Descriptor for Unbiased Screening of Second-Order Nonlinear Optical Materials3Neural network prediction and theoretical validation of nonlinear optical rectification in asymmetric double semi-V-shaped quantum wells Ge/Si0.15Ge0.85 under electric field0Cs X Si 15 P 21 ( X = Sn or Pb): Polar Noncentrosymmetric Si–P Frameworks Stabilized by Covalent X –P Bonding3Machine Learning for Second‐ and Third‐Harmonic Generation: Benchmarks, Challenges, and a Roadmap for Data‐Driven Photonic Materials0

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  1. Normalized Descriptor for Unbiased Screening of Second-Order Nonlinear Optical Materials

    ACS Photonics · 2026-02-21

    A. Nyíri, Michael J. Waters, James M. Rondinelli

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  2. Neural network prediction and theoretical validation of nonlinear optical rectification in asymmetric double semi-V-shaped quantum wells Ge/Si0.15Ge0.85 under electric field

    Physica E Low-dimensional Systems and Nanostructures · 2026-03-25

    A. Cherni, Nabil Zeiri, David B. Hayrapetyan, Mohamed E. El Sayed, A. Samir

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  3. Cs X Si 15 P 21 ( X = Sn or Pb): Polar Noncentrosymmetric Si–P Frameworks Stabilized by Covalent X –P Bonding

    Chemistry of Materials · 2026-03-31

    Philip Yox, Victoria Kyveryga, Ernesto Soto, Jessica Warner, Gayatri Viswanathan, Eranga H. Gamage, Kui Wu, Bingbing Zhang, Victor Trinquet, Geoffroy Hautier, Gian‐Marco Rignanese, Kirill A. Kovnir

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  4. Machine Learning for Second‐ and Third‐Harmonic Generation: Benchmarks, Challenges, and a Roadmap for Data‐Driven Photonic Materials

    Advanced Theory and Simulations · 2026-08-01

    Masoumeh Shokati Mojdehi, Ramin Khezri

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