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相关概念视频

IR Spectroscopy: Hooke's Law Approximation of Molecular Vibration01:16

IR Spectroscopy: Hooke's Law Approximation of Molecular Vibration

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A covalently bonded heteronuclear diatomic molecule can be modeled as two vibrating masses connected by a spring. The vibrational frequency of the bond can be expressed using an equation derived from Hooke's law, which describes how the force applied to stretch or compress a spring is proportional to the displacement of the spring. In this case, the atoms behave like masses, and the bond acts like a spring.
According to Hooke's law, the vibrational frequency is directly proportional to...
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Energy Bands in Solids01:01

Energy Bands in Solids

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Isolated atoms have discrete energy levels that are well described by the Bohr model. And, it quantifies the energy of an electron in a hydrogen atom as En. Higher quantum numbers 'n' yield less negative, closer electron energy levels.
 Band Formation:
When atoms are brought close together, as in a solid, these discrete energy levels begin to split due to the overlap of electron orbitals from adjacent atoms. This split occurs because of the Pauli exclusion principle, which states...
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Molecular and Ionic Solids02:54

Molecular and Ionic Solids

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Crystalline solids are divided into four types: molecular, ionic, metallic, and covalent network based on the type of constituent units and their interparticle interactions.
Molecular Solids
Molecular crystalline solids, such as ice, sucrose (table sugar), and iodine, are solids that are composed of neutral molecules as their constituent units. These molecules are held together by weak intermolecular forces such as London dispersion forces, dipole-dipole interactions, or hydrogen bonds, which...
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Molecular Comparison of Gases, Liquids, and Solids02:26

Molecular Comparison of Gases, Liquids, and Solids

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Particles in a solid are tightly packed together (fixed shape) and often arranged in a regular pattern; in a liquid, they are close together with no regular arrangement (no fixed shape); in a gas, they are far apart with no regular arrangement (no fixed shape). Particles in a solid vibrate about fixed positions (cannot flow) and do not generally move in relation to one another; in a liquid, they move past each other (can flow) but remain in essentially constant contact; in a gas, they move...
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Intermolecular Forces in Solutions02:28

Intermolecular Forces in Solutions

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The formation of a solution is an example of a spontaneous process, a process that occurs under specified conditions without energy from some external source.
When the strengths of the intermolecular forces of attraction between solute and solvent species in a solution are no different than those present in the separated components, the solution is formed with no accompanying energy change. Such a solution is called an ideal solution. A mixture of ideal gases (or gases such as helium and argon,...
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Work and Energy for Variable Forces01:10

Work and Energy for Variable Forces

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When an object is acted upon by a variable force, the amount of work done and the change in energy of the object can be more complex to calculate compared to when a constant force is applied. Work is the product of force and displacement, while energy is the capacity of a system to do work. When a constant force is applied to an object, the work done can be calculated as the product of the force and the distance moved in the direction of the force. However, when a variable force is applied, the...
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Vibrational Spectra of a N719-Chromophore/Titania Interface from Empirical-Potential Molecular-Dynamics Simulation, Solvated by a Room Temperature Ionic Liquid
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低成本的振动自由能量在固体溶液中,使用机器学习力场.

Kasper Tolborg1,2,3, Aron Walsh2,4

  • 1Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg Ø, Denmark.

The journal of physical chemistry letters
|December 15, 2023
PubMed
概括

本研究介绍了一种低成本的方法,将振动纳入合金的集群扩张计算中. 这提高了预测阶段图的准确性,有助于材料设计.

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科学领域:

  • 计算材料科学 计算材料科学
  • 热力学是一种热力学.
  • 固态物理 固态物理

背景情况:

  • 准确的相位图预测对于合金设计至关重要.
  • 集群膨胀是失序晶体的一个关键方法.
  • 由于计算成本高,振动效应往往被遗漏.

研究的目的:

  • 开发一种计算成本低廉的方法,将振动自由能量纳入集群扩张中.
  • 为了提高合金相位图的计算预测的准确性.

主要方法:

  • 将机器学习力场 (MLFF) 安装到从集群扩张构建的放松轨迹上.
  • 使用MLFF计算声子分散和振动自由能量.
  • 将该方法应用于像Na1-xKxCl和Ag1-xPdx这样的 (伪) 二进制系统.

主要成果:

  • 在MLFF的方法准确地捕捉振动属性.
  • 包括振动效应显著改善了与实验混合性差距的协议.
  • 在两个不同的合金系统中取得了成功.

结论:

  • 开发的方法使得在相位图计算中常规包含振动效应.
  • 这导致了对材料特性和稳定性的更准确的预测.
  • 促进合金和固体溶液的合理设计.