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A deep neural network regressor for phase constitution estimation in the high entropy a...
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2023-08-14 |
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A critical examination of robustness and generalizability of machine learning predictio...
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2023-08-14 |
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Small Data Machine Learning in Materials Science
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2023-08-14 |
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Shift current response in elemental two-dimensional ferroelectrics
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2023-08-14 |
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Remote substituent effects on catalytic activity of metal-organic frameworks: a linker ...
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2023-08-14 |
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Nonvolatile electrical control of spin polarization in the 2D bipolar magnetic semicond...
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2023-08-14 |
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Ferroelectric Order in Hybrid Organic-inorganic Perovskite NH4PbI3 with Non-polar Molec...
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2023-08-14 |
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Factorial design analytics on effects of material parameter uncertainties in multiphysi...
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2023-08-14 |
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Enhancing ferromagnetic coupling in CrXY (X = O, S, Se; Y = Cl, Br, I) monolayers by tu...
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2023-08-14 |
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A machine learning model for textured X-ray scattering and diffraction image denoising
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2023-08-14 |
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Machine learning potentials for metal-organic frameworks using an incremental learning ...
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2023-07-24 |
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A rapid and effective method for alloy materials design via sample data transfer machin...
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2023-07-24 |
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pyGWBSE: a high throughput workflow package for GW-BSE calculations
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2023-07-24 |
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Point process microstructural model of metallic thin films with implications for coarse...
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2023-07-24 |
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Million-scale data integrated deep neural network for phonon properties of heuslers spa...
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2023-07-24 |
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Identifying the ground state structures of point defects in solids
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2023-07-24 |
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Finding the semantic similarity in single-particle diffraction images using self-superv...
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2023-07-24 |
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Finding stable multi-component materials by combining cluster expansion and crystal str...
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2023-07-24 |
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CEGANN: Crystal Edge Graph Attention Neural Network for multiscale classification of ma...
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2023-07-24 |
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Strong quartic anharmonicity, ultralow thermal conductivity,high band degeneracy and go...
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2023-07-24 |
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Moiré potential renormalization and ultra-flat bands induced by quasiparticle-plasmon ...
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2023-07-24 |
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Solids that are also liquids: elastic tensors of superionic materials
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2023-07-24 |
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Machine learning-driven synthesis of TiZrNbHfTaC5 high-entropy carbide
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2023-07-24 |
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Classifying handedness in chiral nanomaterials using label error robust deep learning
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2023-07-24 |
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Deep learning for development of organic optoelectronic devices: efficient prescreening...
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2023-07-24 |
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