通过对相关电子波函数的变异性合来实现快速而准确的非相应分子动力学
Kemal Atalar1, Yannic Rath1,2, Rachel Crespo-Otero3
1Department of Physics and Thomas Young Centre, King's College London, Strand, London, WC2R 2LS, UK. kemal.atalar@kcl.ac.uk.
我们开发了一种有效的方法,通过化学空间来插曲分子波函数,从而能够准确地模拟复杂的分子动力学,如光刺激. 这种方法显著降低了研究超高速过程的计算成本.
科学领域:
- 量子化学 是一个量子化学.
- 计算物理 计算物理
- 分子动力学分子动力学
背景情况:
- 模拟分子动力学需要精确的电子结构计算.
- 目前的方法在计算上昂贵,限制了可访问的时间尺度.
研究的目的:
- 开发一种高效的多态方法来插曲波函数.
- 以降低成本,通过化学空间实现严格和平稳的插值.
- 将该方法应用于非adiabatic分子动力学.
主要方法:
- 自向量的延续.
- 多体波函数的多态插值.
- 积极学习用于培训集优化,培训集优化.
- 分析力和非adiabatic 合.
主要成果:
- 推断了22个训练状态的12000个几何形状的多态能量,力和非adiabatic合向量.
- 实现了分子轨迹的高精度和可证明的融合.
- 对光激发链的非adiabatic分子动力学的应用.
结论:
- 该方法可以在精确的电子结构和分子动力学之间架起桥梁.
- 提供了一个计算效率高的途径,用于研究光诱导分子动力学.
- 在光激发的链中揭示了复杂的核运动.
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