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Updated: Jun 29, 2025

Single-throughput Complementary High-resolution Analytical Techniques for Characterizing Complex Natural Organic Matter Mixtures
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使用高斯混合模型的噪声过算法,用于自然有机物质的高分辨率质谱

Alexander A Potemkin1, Mikhail A Proskurnin1, Dmitry S Volkov1

  • 1Chemistry Department of M.V. Lomonosov Moscow State University, Leninskie Gory, 1-3, GSP-1, Moscow 119991, Russia.

Analytical chemistry
|March 26, 2024
PubMed
概括

一个新的高斯混合模型 (GMM) 算法有效地过了自然有机物质 (NOM) 质谱中的噪声. 这种自动化方法可以在不需要手动调整的情况下,提高分子公式分配的准确性高达15%.

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