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相关概念视频

Velocity and Acceleration of a Wave00:51

Velocity and Acceleration of a Wave

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A wave propagates through a medium with a constant speed, known as a wave velocity. It is different from the speed of the particles of the medium, which is not constant. In addition, the velocity of the medium is perpendicular to the velocity of the wave. The variable speed of the particles of the medium implies that there must be acceleration associated with it. 
The velocity of the particles can be obtained by taking the partial derivative of the position equation with respect to time....
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The de Broglie Wavelength02:32

The de Broglie Wavelength

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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...
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Distribution of Molecular Speeds01:27

Distribution of Molecular Speeds

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The motion of molecules in a gas is random in magnitude and direction for individual molecules, but a gas of many molecules has a predictable distribution of molecular speeds. This predictable distribution of molecular speeds is known as the Maxwell-Boltzmann distribution. The distribution of molecular speeds in liquids is comparable to that of gases but not identical and can help to understand the phenomenon of the boiling and vapor pressure of a liquid. Consider that a molecule requires a...
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¹H NMR: Interpreting Distorted and Overlapping Signals01:02

¹H NMR: Interpreting Distorted and Overlapping Signals

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Spin systems where the difference in chemical shifts of the coupled nuclei is greater than ten times J are called first-order spin systems. These nuclei are weakly coupled, and their chemical shifts and coupling constant can generally be estimated from the well-separated signals in the spectrum.
As Δν decreases and the signals move closer, the doublets appear increasingly distorted. The intensities of the inner lines increase at the cost of those of the outer lines as the signals are...
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High-Resolution Mass Spectrometry (HRMS)01:15

High-Resolution Mass Spectrometry (HRMS)

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The resolution of a mass spectrometer depends on the efficiency of separating ions with different ion masses. The mass of an atom is approximated to the sum of the masses of protons and neutrons inside, considering the masses of protons and neutrons as equal. However, the masses of the proton (1.6726 × 10−24 g) and neutron (1.6749 × 10−24 g) are not truly equal. There is a minor error in the expression of atomic masses relative to the simplest atom of hydrogen. For...
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Equilibrium Conditions for a Particle01:23

Equilibrium Conditions for a Particle

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When an object is in equilibrium, it is either at rest or moving with a constant velocity. There are two types of equilibrium: static and dynamic. Static equilibrium occurs when an object is at rest, while dynamic equilibrium occurs when an object is moving with a constant velocity. In both cases, there must be a balance of forces acting on the object.
To understand the concept of equilibrium, let us first consider the forces acting on an object. When different forces act on an object, they can...
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相关实验视频

Updated: May 25, 2025

Analyzing Melts and Fluids from Ab Initio Molecular Dynamics Simulations with the UMD Package
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Analyzing Melts and Fluids from Ab Initio Molecular Dynamics Simulations with the UMD Package

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对加速分子动力学进行数值精确的多体波函数的插曲.

Yannic Rath1,2, George H Booth3

  • 1National Physical Laboratory, Teddington, UK. yannic.rath@npl.co.uk.

Nature communications
|February 26, 2025
PubMed
概括

这项研究引入了一种新的计算方法来模拟分子动力学,在长时间内准确地捕捉电子结构. 它将量子化学和机器学习结合起来,实现高效和精确的分子模拟.

科学领域:

  • 计算化学计算化学
  • 量子力学就是量子力学.
  • 材料科学 材料科学 材料科学

背景情况:

  • 在原子时间尺度上模拟精确的非局部电子结构仍然是一个挑战.
  • 现有的方法难以弥合强烈相关的系统和机器学习加速的分子动态.

研究的目的:

  • 为相关的多电子状态开发一个实用的插值方案.
  • 为了在延长时间范围内实现精确的分子动力学模拟.
  • 为了弥合量子化学和机器学习之间的差距,用于分子模拟.

主要方法:

  • 为相关的多电子状态开发了一种实际的插值方案.
  • 用一小组精确的相关波函数作为训练集.
  • 结合现代电子结构方法,用于分子动力学轨迹.

主要成果:

  • 实现了接近精确的潜在能量表面的可证明收.
  • 启用了有效的多体波函数的传播和变化能量的推断的动态.
  • 保持了平均场计算缩放,同时实现了高精度.

结论:

  • 开发的方法为分子动力学模拟提供了一个新的范式.

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  • 它允许分子动力学轨迹的系统解决和热力学量的趋同.
  • 这种方法提供了准确的模拟与从数值精确的量子化学计算的明确验证.