Representing individual electronic states for machine learning GW band structures of 2D materials
The study introduces novel methods for representing electronic states as input to machine learning models, which is used to learn high-fidelity band structures of two-dimensional materials from low- fidelity input.
| मुख्य लेखकों: | , |
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| स्वरूप: | लेख |
| भाषा: | English |
| प्रकाशित: |
Nature Portfolio
2022-02-01
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| श्रृंखला: | Nature Communications |
| ऑनलाइन पहुंच: | https://doi.org/10.1038/s41467-022-28122-0 |