DEEP Picker1D和Voigt Fitter1D:一个通用的工具集,用于复杂的1D-NMR光谱的自动定量光谱解卷
Da-Wei Li1, Lei Bruschweiler-Li1, Alexandar L Hansen1
1Campus Chemical Instrument Center, The Ohio State University, Columbus, Ohio 43210, USA.
一个新的自动化工具准确地解卷1D-NMR光谱,改善了对复杂分子系统的峰值选择和适配. 这为具有挑战性的样品推进了核磁共振 (NMR) 分析.
科学领域:
- 分析化学 分析化学
- 频谱学是一种光谱学.
- 计算化学计算化学
背景情况:
- 1D-NMR光谱的定量解卷对于数据分析至关重要.
- 复杂的光谱对当前的计算解卷方法构成挑战.
研究的目的:
- 为1D-NMR光谱分析开发一个准确,完全自动化的解决方案.
- 为解决复杂光谱的峰值选择,配合和重建方面的挑战.
主要方法:
- 利用2D-NMR解卷的深度神经网络原则.
- 实施1D-NMR光谱分析的自动化工作流程.
主要成果:
- 在复杂的1D溶液状态NMR光谱上表现出色.
- 成功处理了具有强烈重叠和广泛动态范围的光谱区域.
- 在具有挑战性的场景中超越现有的计算方法.
结论:
- 新工具简化了1D-NMR光谱分析.
- 允许对复杂的分子系统和混合物进行更广泛的NMR应用.
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