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相关概念视频

¹H NMR: Interpreting Distorted and Overlapping Signals01:02

¹H NMR: Interpreting Distorted and Overlapping Signals

1.1K
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...
1.1K
Interpreting ¹H NMR Signal Splitting: The (n + 1) Rule01:10

Interpreting ¹H NMR Signal Splitting: The (n + 1) Rule

1.4K
In the AX proton spin system, proton A can sense the two spin states of a coupled proton X, resulting in a doublet NMR signal with two peaks of equal (1:1) intensity. When proton A is coupled to two equivalent protons (AX2 spin system), the spin states of each X can be aligned with or against the external field, creating three possible scenarios. This results in a 1:2:1  triplet signal, where the central peak corresponds to the chemical shift of A and is twice as large or intense as the...
1.4K
¹H NMR Signal Integration: Overview00:58

¹H NMR Signal Integration: Overview

1.7K
The intensity of a signal, which can be represented by the area under the peak, depends on the number of protons contributing to that signal. The area under each peak is shown as a vertical line called an integral, with the integral value listed under it, as seen in the proton NMR spectrum of benzyl acetate. Each integral value is divided by the smallest integral value to obtain the ratio of the number of protons producing each signal. The ratio reveals the relative number of protons and not...
1.7K
¹³C NMR: Distortionless Enhancement by Polarization Transfer (DEPT)01:20

¹³C NMR: Distortionless Enhancement by Polarization Transfer (DEPT)

1.2K
When proton-coupled carbon-13 spectra are simplified by a broadband proton decoupling technique, structural information about the coupled protons is lost. Distortionless enhancement by polarization transfer (DEPT) is a technique that provides information on the number of hydrogens attached to each carbon in a molecule. While the DEPT experiment utilizes complex pulse sequences, the pulse delay and flip angle are specifically manipulated. The resulting signals have different phases depending on...
1.2K
¹H NMR: Pople Notation01:09

¹H NMR: Pople Notation

1.9K
The Pople nomenclature system classifies spin systems based on the difference between their chemical shifts. Coupled spins are denoted by capital letters with subscripts indicating the number of equivalent nuclei. When the coupled nuclei have well-separated chemical shifts, they are assigned letters that are far apart in the alphabet, such as A and X. When the difference in chemical shifts is small, coupled nuclei are named using adjacent letters of the alphabet (AB, MN, or XY).
A proton...
1.9K
¹H NMR: Complex Splitting01:13

¹H NMR: Complex Splitting

1.4K
A proton M that is coupled to a proton X results in doublet signals for M. However, NMR-active nuclei can be simultaneously coupled to more than one nonequivalent nucleus. When M is coupled to a second proton A, such as in styrene oxide, each peak in the doublet is split into another doublet.
Splitting diagrams or splitting tree diagrams are routinely used to depict such complex couplings. While drawing splitting diagrams, the splitting with the larger coupling constant is usually applied...
1.4K

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相关实验视频

Updated: Sep 15, 2025

Atomic Scale Structural Studies of Macromolecular Assemblies by Solid-state Nuclear Magnetic Resonance Spectroscopy
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Atomic Scale Structural Studies of Macromolecular Assemblies by Solid-state Nuclear Magnetic Resonance Spectroscopy

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从光谱到结构:人工智能驱动的P NMR解释

Marvin Alberts1,2,3, Nina Hartrampf2, Teodoro Laino1,3

  • 1IBM Research Europe, Säumerstrasse 4, 8803 Rüschlikon, Switzerland.

Analytical chemistry
|July 16, 2025
PubMed
概括

我们开发了一种用于分析-31核磁共振 (P NMR) 光谱的自动化方法. 这种数据驱动的方法可以准确地预测环境,提高光谱解释效率.

科学领域:

  • 分析化学 分析化学
  • 频谱学是一种光谱学.
  • 计算化学的计算化学

背景情况:

  • 核磁共振光谱对于分析化合物至关重要.
  • 手动的频谱解释是耗时的,需要专业知识.
  • 现有的方法依赖于参考表和经验性比较.

研究的目的:

  • 为自动化PNMR光谱分析开发数据驱动的方法.
  • 为当地环境提供快速准确的预测.
  • 为了提高P NMR光谱解释的效率和准确性.

主要方法:

  • 利用了一个精心策划的实验和合成P NMR光谱的数据集.
  • 开发了当地环境的预测模型.
  • 在不同的溶剂条件下评估模型性能和稳定性.

主要成果:

  • 在预测当地环境方面,获得了Top-1准确率53.64%,Top-5准确率77.69%.
  • 在各种溶剂条件下表现出强度.
  • 在光谱分配任务中,超过专家化学家25%的表现.

结论:

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Structure and Coordination Determination of Peptide-metal Complexes Using 1D and 2D 1H NMR
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Structure and Coordination Determination of Peptide-metal Complexes Using 1D and 2D 1H NMR

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  • 数据驱动的方法显著自动化和改进P NMR光谱分析.
  • 开放式可用的模型和数据集有助于在化学研究中采用.
  • 这项工作有助于在实验室中进一步阐明结构和P NMR解释.