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DSKO: Dancing through DFTB Parametrization

delete2026-05-01
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OA
AI
A
Artem Samtsevych *
Y
Yihua Song
T
Tammo van der Heide
B
Bálint Aradi
B
B. Hourahine
R
Reinhard J. Maurer
K
Karsten Reuter
C
Christoph Scheurer
C
Chiara Panosetti *
DOI:10.1021/acs.jctc.6c00121delete
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摘要

摘要

En 中文
密度泛函紧束缚(DFTB)为从头算方法提供了一种计算效率更高的替代方案,兼具密度泛函理论(DFT)的准确性和半经验模型的计算速度。DFTB的近似性质使其可靠性高度依赖于参数质量。尽管近年来关于所谓排斥势参数化的研究取得了显著进展,但DFTB相互作用中电子部分的参数化仍相对简单且发展不充分。我们提出了DFTB斯莱特-科斯特优化器(DSKO),一种旨在在严格物理约束下生成准确且可转移电子参数集的新型框架。通过整合稳健优化算法和基于物理的损失函数,DSKO生成的DFTB电子参数能够使电子性质(如态密度和能带结构)与DFT参考数据高度吻合。DSKO的通用性促进了DFTB在材料科学领域的广泛应用,为常规高保真半经验模拟铺平了道路。
Keyword:
Band structure
Density functional theory
Optimization
Quantum confinement

期刊

Journal of Chemical Theory and Computation 封面图
Journal of Chemical Theory and Computation
IF:
5.5
论文数:
1.1W
被引数:
5.4W

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university of bremen
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max planck society
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University of Warwick
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2.2W
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U
University of Strathclyde
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被引数: 1.3W
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