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相关概念视频

Atomic Nuclei: Nuclear Spin State Population Distribution01:14

Atomic Nuclei: Nuclear Spin State Population Distribution

2.3K
Near absolute zero temperatures, in the presence of a magnetic field, the majority of nuclei prefer the lower energy spin-up state to the higher energy spin-down state. As temperatures increase, the energy from thermal collisions distributes the spins more equally between the two states. The Boltzmann distribution equation gives the ratio of the number of spins predicted in the spin −½ (N−) and spin +½ (N+) states.
2.3K
Atomic Nuclei: Nuclear Relaxation Processes01:23

Atomic Nuclei: Nuclear Relaxation Processes

1.2K
In the absence of an external magnetic field, nuclear spin states are degenerate and randomly oriented. When a magnetic field is applied, the spins begin to precess and orient themselves along (lower energy) or against (higher energy) the direction of the field. At equilibrium, a slight excess population of spins exists in the lower energy state. Because the direction of the magnetic field is fixed as the z-axis,  the precessing magnetic moments are randomly oriented around the z-axis.
1.2K
NMR Spectroscopy: Spin–Spin Coupling01:08

NMR Spectroscopy: Spin–Spin Coupling

2.9K
The spin state of an NMR-active nucleus can have a slight effect on its immediate electronic environment. This effect propagates through the intervening bonds and affects the electronic environments of NMR-active nuclei up to three bonds away; occasionally, even farther. This phenomenon is called spin–spin coupling or J-coupling. Coupling interactions are mutual and result in small changes in the absorption frequencies of both nuclei involved. While nuclei of the same element are involved...
2.9K
Atomic Nuclei: Nuclear Spin State Overview01:03

Atomic Nuclei: Nuclear Spin State Overview

1.9K
NMR-active nuclei have energy levels called 'spin states' that are associated with the orientations of their nuclear magnetic moments. In the absence of a magnetic field, the nuclear magnetic moments are randomly oriented, and the spin states are degenerate. When an external magnetic field is applied, the spin states have only 2 + 1 orientations available to them. A proton with = ½ has two available orientations. Similarly, for a quadrupolar nucleus with a nuclear spin value of one, the...
1.9K
Atomic Nuclei: Nuclear Spin01:08

Atomic Nuclei: Nuclear Spin

4.9K
All atomic particles possess an intrinsic angular momentum, or 'spin'. Electrons, protons, and neutrons each have a spin value of ½, although protons and neutrons in nuclei may have higher half-integer spins owing to energetic factors.
Atomic nuclei have a net nuclear spin, , which can have an integer or half-integer value. In atomic nuclei, the spins of protons are paired against each other but not with neutrons, and vice versa. Consequently, an even number of protons does not contribute to...
4.9K
NMR Spectrometers: Resolution and Error Correction01:14

NMR Spectrometers: Resolution and Error Correction

1.0K
When magnetic nuclei in a sample achieve resonance and undergo relaxation, the signal detected in NMR is an approximately exponential free induction decay. Fourier transform of an exponential decay yields a Lorentzian peak in the frequency domain. Lorentzian peaks in an NMR spectrum are defined by their amplitude, full width at half maximum, and position, where the peak width is governed by the spin-spin relaxation time alone. In real experiments, however, the applied magnetic field is rendered...
1.0K

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Neutron Spin Echo Spectroscopy as a Unique Probe for Lipid Membrane Dynamics and Membrane-Protein Interactions
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对中子旋转回声测量的贝叶斯-高斯过程推理.

Chi-Huan Tung1, Guan-Rong Huang2,3, Ingo Hoffmann4

  • 1Neutron Scattering Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA.

The Journal of chemical physics
|December 15, 2025
PubMed
概括

我们开发了一种使用高斯过程回归 (GPR) 的贝叶斯推理方法,从杂,稀疏的数据中重建高质量的中子自旋回声 (NSE) 光谱信号. 这种方法显著提高了数据质量,并减少了中子散射技术的采集时间.

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科学领域:

  • 材料科学 材料科学 材料科学
  • 凝聚物质物理学 凝聚物质物理学
  • 频谱学是一种光谱学.

背景情况:

  • 中子旋回回声 (NSE) 光谱对于研究微观动力学至关重要.
  • 目前的限制包括低中子流量,长时间的采集时间和高噪音水平.
  • 这些限制阻碍了NSE的应用和效率.

研究的目的:

  • 用高斯过程回归 (GPR) 引入一种新的贝叶斯推理方法.
  • 从稀疏和杂的数据中重建高质量的回旋回声信号.
  • 克服传统NSE光谱学的局限性.

主要方法:

  • 使用高斯过程回归 (GPR) 的贝叶斯推理框架.
  • 在相互空间中利用相关性来重建信号.
  • 使用合成数据集和实验性NSE测量树枝状体的验证.

主要成果:

  • GPR有效地抑制了旋转回声信号中的噪声.
  • 该方法成功地插入缺失的强度值,并容纳不规则的数据.
  • 证明了准确度的提高和获取时间的缩短.
  • 实现了高通量和实时中子光谱学研究.

结论:

  • 基于GPR的贝叶斯推理方法显著提高了NSE数据的质量.
  • 这种方法克服了传统中子旋转回声光谱学的关键局限性.
  • 该框架可适应其他低信号噪声比的散射技术,扩大了中子光谱学的应用.