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相关概念视频

NMR Spectroscopy: Chemical Shift Overview01:15

NMR Spectroscopy: Chemical Shift Overview

3.5K
The position of the absorption signal of a sample is reported relative to the position of the signal of tetramethylsilane (TMS), which is added as an internal reference while recording spectra. The difference between the absorption frequencies of the sample and TMS (in Hz) is divided by the spectrometer operating frequency (in MHz) to obtain a dimensionless quantity called the chemical shift. It is reported on the δ (delta) scale and expressed in parts per million.
For instance, the proton...
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¹H NMR: Interpreting Distorted and Overlapping Signals01:02

¹H NMR: Interpreting Distorted and Overlapping Signals

1.6K
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...
1.6K
Spectroscopy of Carboxylic Acid Derivatives01:26

Spectroscopy of Carboxylic Acid Derivatives

3.1K
Infrared spectroscopy is primarily used to determine the types of bonds and functional groups. In carboxylic acid derivatives, a typical carbonyl bond absorption is observed around 1650–1850 cm−1. For esters, the absorption is recorded at around 1740 cm−1, while acid halides show the absorption at about 1800 cm−1. Another acid derivative, the acid anhydrides, exhibit two carbonyl absorption around 1760 cm−1 and 1820 cm−1, arising from the symmetrical and...
3.1K
IR Spectroscopy: Molecular Vibration Overview01:24

IR Spectroscopy: Molecular Vibration Overview

5.1K
When Infrared (IR) radiation passes through a covalently bonded molecule, the bonds transition from lower to higher vibrational levels. The fundamental vibrational motions that result in infrared absorption can be classified as stretching or bending vibrations.
Stretching vibrations are vibrational motions that occur along the bond line, changing the bond length or distance between two bonded atoms. They are further distinguished as symmetric or asymmetric. In symmetric stretching, the...
5.1K
UV–Vis Spectroscopy: Molecular Electronic Transitions01:16

UV–Vis Spectroscopy: Molecular Electronic Transitions

3.2K
In Ultraviolet–Visible (UV–Vis) spectroscopy, the absorption of electromagnetic radiation is used to probe the electronic structure of molecules. This technique provides insights into molecular electronic transitions, particularly the movement of electrons between different molecular orbitals. Radiation is absorbed if the energy of the electromagnetic radiation passing through the molecule is precisely equal to the energy difference between the excited and ground states. During this...
3.2K
UV–Vis Spectroscopy of Conjugated Systems01:32

UV–Vis Spectroscopy of Conjugated Systems

8.6K
Organic compounds with conjugated double bonds show strong absorption features in the UV–visible region of the electromagnetic spectrum attributed to π → π* electronic excitations. Generally, a UV–vis absorption spectrum is recorded as a plot of absorbance vs wavelength. The wavelength of maximum absorbance, which manifests as a peak in the absorption spectrum, is denoted as λmax.
One of the factors influencing λmax is the extent of conjugation in...
8.6K

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A Multimodal Wide-Field Fourier-Transform Raman Microscope
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SPECTRE:用于小分子注释的多模式光谱变压器.

Wangdong Xu1, Byeol Ryu2, Anthony Tong1

  • 1Department of Computer Science and Engineering, University of California San Diego, La Jolla, California 92093, United States.

Journal of chemical information and modeling
|February 25, 2026
PubMed
概括

新的人工智能模型SPECTRE通过自动化核磁共振 (NMR) 光谱的解释来加速天然产品药物发现. 这个工具提高了结构注释和检索准确性,用于制药研究.

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科学领域:

  • 化学 化学 化学
  • 计算生物学 计算生物学
  • 药物发现 药物发现 药物发现

背景情况:

  • 自然产品 (NPs) 对于开发青素和抗癌药物等药品至关重要.
  • 核磁共振 (NMR) 光谱对于确定NP化学结构至关重要.
  • 手动的NMR光谱解释是耗时的,需要专门的专业知识.

研究的目的:

  • 介绍SPECTRE,一种基于变压器的计算工具,用于加速NP结构阐明.
  • 为了提高从NMR数据中的结构复制和注释的准确性和效率.
  • 为化学家提供可解释的见解,帮助产生假设.

主要方法:

  • 开发一种新的基于变压器的模型,用于使用各种NMR数据进行结构注释.
  • 创建一个被优化的,无碰撞的分子二进制指纹,用于增强的候选检索.
  • 细粒度相似度图的实施,用于亚结构层次的解释.

主要成果:

  • 在大型数据集 (526,163个分子) 上,SPECTRE 实现了 80% 的顶级-1 标注精度.
  • 该工具提供了第一个细粒度相似性图,使得子结构的解释成为可能.
  • 使用新型指纹方法,提高了检索分子候选物的准确性.

结论:

  • SPECTRE显著加快了天然产品的结构阐明过程.
  • 该模型的可解释性特性为化学家提供了有价值的指导.
  • SPECTRE代表了药物发现和化学分析的计算工具的重大进步.