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Development and Application of Chemical Isotope Labeling Methods and Metabolite Identification Solution for Liquid Chromatography-Mass Spectrometry-Based Metabolomics
DownloadFall 2018
Metabolomics, the comprehensive analysis of small molecules in biological specimens, has become an emerging and indispensable tool for systems biology and clinical research. Liquid chromatography-mass spectrometry (LC-MS) is a dominant analytical platform for metabolomics, featuring high...
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Modeling zooplankton diel vertical migration patterns based on curve fitting and feature correlation analysis
DownloadSpring 2010
The goal of this thesis is to study and model the Diel Vertical Migration (DVM) pattern using machine learning methods. We choose an Almost Periodic Function as the mathematical model and fit the monthly averaged migration data into a 5-term Fourier series whose coefficients and frequency are...