封面:无分辨率损失的内在无序蛋白质的超极化核磁共振深度学习:获取短寿命中间体

IF 3.7 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY
Ertan Turhan, Christopher Pötzl, Dörte Brandis, Federico Faglia, Milan Zachrdla, Dennis Kurzbach
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引用次数: 0

摘要

冲淡磨坊赛跑是我们应用深度学习网络处理核磁共振波谱的一个隐喻。瀑布顶部的蓝色水峰代表通过超极化水获得的信号。它们显示出高强度,但由于超极化的性质而缺乏分辨率。磨轮代表深度学习网络,对广义水信号进行细化。下游可见的强烈尖锐的白色峰说明了这一点。更多信息可以在D. Kurzbach及其同事的研究文章中找到(DOI: 10.1002/chem.202502067)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Front Cover: Deep Learning for Hyperpolarized NMR of Intrinsically Disordered Proteins Without Resolution Loss: Access to Short-Lived Intermediates

Front Cover: Deep Learning for Hyperpolarized NMR of Intrinsically Disordered Proteins Without Resolution Loss: Access to Short-Lived Intermediates

Water down a mill race is a metaphor for our application of deep learning networks to process NMR spectra. The blue water peaks at the top of the waterfall represent the signals obtained through hyperpolarized water. They display high intensity but lack resolution due to the nature of hyperpolarization. The mill wheel, representing the deep learning network, refines the broad water signals. This is illustrated by the intense sharp white peaks visible downstream. More information can be found in the Research Article by D. Kurzbach and co-workers (DOI: 10.1002/chem.202502067).

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来源期刊
Chemistry - A European Journal
Chemistry - A European Journal 化学-化学综合
CiteScore
7.90
自引率
4.70%
发文量
1808
审稿时长
1.8 months
期刊介绍: Chemistry—A European Journal is a truly international journal with top quality contributions (2018 ISI Impact Factor: 5.16). It publishes a wide range of outstanding Reviews, Minireviews, Concepts, Full Papers, and Communications from all areas of chemistry and related fields. Based in Europe Chemistry—A European Journal provides an excellent platform for increasing the visibility of European chemistry as well as for featuring the best research from authors from around the world. All manuscripts are peer-reviewed, and electronic processing ensures accurate reproduction of text and data, plus short publication times. The Concepts section provides nonspecialist readers with a useful conceptual guide to unfamiliar areas and experts with new angles on familiar problems. Chemistry—A European Journal is published on behalf of ChemPubSoc Europe, a group of 16 national chemical societies from within Europe, and supported by the Asian Chemical Editorial Societies. The ChemPubSoc Europe family comprises: Angewandte Chemie, Chemistry—A European Journal, European Journal of Organic Chemistry, European Journal of Inorganic Chemistry, ChemPhysChem, ChemBioChem, ChemMedChem, ChemCatChem, ChemSusChem, ChemPlusChem, ChemElectroChem, and ChemistryOpen.
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