半经验量子力学的持久相关性
1Molecular Sciences Software Institute, Virginia Tech, Blacksburg, Virginia 24060, United States.
The journal of physical chemistry. A
|September 3, 2025
概括
半经验模型简化了原子模拟的量子力学. 未来的增长在于将这些模型与机器学习结合起来, 并改善与ab initio方法的连接.
科学领域:
- 计算化学
- 量子力学
- 材料科学
背景情况:
- 半经验模型在简化原子系统的量子力学计算方面有着悠久的历史.
- 原子模拟已经发展成为一个具有多样性的软件市场.
- 研究已经偏向于昂贵的初始方法和快速的分子力学方法.
研究的目的:
- 为原子模拟提供近期半经验模型趋势的视角.
- 探索半经验方法的过去成功和未来增长潜力.
- 确定半经验量子力学的创新机会.
主要方法:
- 对半经验模型的历史发展和当前趋势的回顾.
- 在半经验方法,机器学习和初步计算的交叉点上分析研究活动.
- 探索理论框架和软件模块化,以加强整合.
主要成果:
- 半经验模型曾在原子模拟市场占主导地位,但研究重点已下降.
- 目前的研究表明,在将半经验量子力学与机器学习相结合方面,有着显著的活跃性.
- 通过灵活的理论和模块化软件,可以更紧密地整合初始和半实证方法.
结论:
- 在原子模拟中,半经验模型仍然是一个有价值的中间路线.
- 整合机器学习为推进半经验方法提供了一个有前途的途径.
- 提高理论和软件的灵活性可以促进不同量子力学方法之间的更紧密的整合.
更多相关视频
相关概念视频
The Quantum-Mechanical Model of an Atom
43.8K
Shortly after de Broglie published his ideas that the electron in a hydrogen atom could be better thought of as being a circular standing wave instead of a particle moving in quantized circular orbits, Erwin Schrödinger extended de Broglie’s work by deriving what is now known as the Schrödinger equation. When Schrödinger applied his equation to hydrogen-like atoms, he was able to reproduce Bohr’s expression for the energy and, thus, the Rydberg formula governing hydrogen spectra.
43.8K
The Uncertainty Principle
24.2K
Werner Heisenberg considered the limits of how accurately one can measure properties of an electron or other microscopic particles. He determined that there is a fundamental limit to how accurately one can measure both a particle’s position and its momentum simultaneously. The more accurate the measurement of the momentum of a particle is known, the less accurate the position at that time is known and vice versa. This is what is now called the Heisenberg uncertainty principle. He...
24.2K
The Pauli Exclusion Principle
49.8K
The arrangement of electrons in the orbitals of an atom is called its electron configuration. We describe an electron configuration with a symbol that contains three pieces of information:
49.8K
Electron Orbital Model
69.0K
Orbitals are the areas outside of the atomic nucleus where electrons are most likely to reside. They are characterized by different energy levels, shapes, and three-dimensional orientations. The location of electrons is described most generally by a shell or principal energy level, then by a subshell within each shell, and finally, by individual orbitals found within the subshells.
The first shell is closest to the nucleus, and it has only one subshell with a single spherical orbital called the...
The first shell is closest to the nucleus, and it has only one subshell with a single spherical orbital called the...
69.0K
The Bohr Model
66.9K
Following the work of Ernest Rutherford and his colleagues in the early twentieth century, the picture of atoms consisting of tiny dense nuclei surrounded by lighter and even tinier electrons continually moving about the nucleus was well established. This picture was called the planetary model since it pictured the atom as a miniature “solar system” with the electrons orbiting the nucleus like planets orbiting the sun. The simplest atom is hydrogen, consisting of a single proton as...
66.9K
The de Broglie Wavelength
26.3K
In the macroscopic world, objects that are large enough to be seen by the naked eye follow the rules of classical physics. A billiard ball moving on a table will behave like a particle; it will continue traveling in a straight line unless it collides with another ball, or it is acted on by some other force, such as friction. The ball has a well-defined position and velocity or well-defined momentum, p = mv, which is defined by mass m and velocity v at any given moment. This is the typical...
26.3K


