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相关概念视频

Van der Waals Equation01:10

Van der Waals Equation

3.6K
The ideal gas law is an approximation that works well at high temperatures and low pressures. The van der Waals equation of state (named after the Dutch physicist Johannes van der Waals, 1837−1923) improves it by considering two factors.
First, the attractive forces between molecules, which are stronger at higher densities and reduce the pressure, are considered by adding to the pressure a term equal to the square of the molar density multiplied by a positive coefficient a. Second, the...
3.6K
Fermi Level Dynamics01:12

Fermi Level Dynamics

200
The vacuum level denotes the energy threshold required for an electron to escape from a material surface. It is usually positioned above the conduction band of a semiconductor and acts as a benchmark for comparing electron energies within various materials.
Electron affinity in semiconductors refers to the energy gap between the minimum of its conduction band and the vacuum level and it is a critical parameter in determining how easily a semiconductor can accept additional electrons.
The work...
200
Molecular and Ionic Solids02:54

Molecular and Ionic Solids

16.5K
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...
16.5K
Network Covalent Solids02:18

Network Covalent Solids

13.2K
Network covalent solids contain a three-dimensional network of covalently bonded atoms as found in the crystal structures of nonmetals like diamond, graphite, silicon, and some covalent compounds, such as silicon dioxide (sand) and silicon carbide (carborundum, the abrasive on sandpaper). Many minerals have networks of covalent bonds.
To break or to melt a covalent network solid, covalent bonds must be broken. Because covalent bonds are relatively strong, covalent network solids are typically...
13.2K
Thermodynamic Potentials01:26

Thermodynamic Potentials

744
Thermodynamic potentials are state functions that are extremely useful in analyzing a thermodynamic system. They have dimensions of energy. The four important thermodynamic potentials are internal energy, enthalpy, Helmholtz free energy, and Gibbs free energy. These thermodynamic potentials can be expressed using two of the following variables: pressure, volume, temperature, and entropy. These two variables are expressed as the rate of change of the thermodynamic potential with respect to other...
744
Chemical Shift: Internal References and Solvent Effects01:17

Chemical Shift: Internal References and Solvent Effects

559
In an NMR sample, precise measurement of the absolute absorption frequencies of nuclei is difficult. A standard internal reference compound is added, and the frequency difference between the reference signal and sample signals is measured.
The internal reference compound generally used in NMR spectroscopy is tetramethylsilane (TMS). TMS is preferred because it is chemically inert, soluble in NMR solvents, and easily removable. Also, the highly shielded methyl protons in TMS yield an intense...
559

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相关实验视频

Updated: May 14, 2025

Excitonic Hamiltonians for Calculating Optical Absorption Spectra and Optoelectronic Properties of Molecular Aggregates and Solids
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Excitonic Hamiltonians for Calculating Optical Absorption Spectra and Optoelectronic Properties of Molecular Aggregates and Solids

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没有诊断的诊断:固态密度函数理论的直接优化方法.

Tianbo Li1, Min Lin1, Stephen G Dale2

  • 1SEA AI Lab, Singapore 138522, Singapore.

Journal of chemical theory and computation
|April 28, 2025
PubMed
概括
此摘要是机器生成的。

本研究引入了一种新的密度函数理论 (DFT) 的直接优化方法,通过实现"自我诊断"来简化计算. 这种方法有效地处理可变电子职位,提高计算精度和速度.

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Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
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Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry

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Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics
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相关实验视频

Last Updated: May 14, 2025

Excitonic Hamiltonians for Calculating Optical Absorption Spectra and Optoelectronic Properties of Molecular Aggregates and Solids
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Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
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Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry

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Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics
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科学领域:

  • 计算物理 计算物理
  • 材料科学 材料科学 材料科学
  • 量子化学 是一个量子化学.

背景情况:

  • 密度函数理论 (DFT) 中的直接优化面临着变量电子占用数的挑战.
  • 现有的方法通常需要代的自一致场 (SCF) 计算.
  • 精确确定电子结构对于预测材料特性至关重要.

研究的目的:

  • 为DFT开发一种新的,直接的优化方法,以应对可变职业数量挑战.
  • 引入"自我诊断"的概念,以简化DFT计算.
  • 为了提供一个完全可微分,不受约束的优化方法,可以通过梯度下降解决.

主要方法:

  • 对自身函数和占用矩阵进行参数化,以最大限度地减少自由能量.
  • 利用静止条件同时对职业矩阵和科恩-沙姆哈密尔顿的对角化.
  • 在JAX框架内实现梯度下降算法.
  • 将物理约束纳入一个不受约束问题的参数化.

主要成果:

  • 在和试验箱上展示了有效的"自我诊断".
  • 实现了正确的费米 - 迪拉克分布对于职业数字.
  • 获得的带结构与传统的SCF eigensolver方法 (例如,量子埃斯普雷索) 一致.

结论:

  • 新型参数化和自我诊断方法为DFT计算提供了一个有效的替代方案.
  • 这种方法成功地处理了可变的职业数量,并产生了准确的电子结构.
  • 在JAX中的实现为计算材料科学提供了一个强大的和可扩展的工具.