Ion Mobility-Mass Spectrometry-Based Measurements of Collision Cross Section Values for Metabolites and Related Databases

Metabolomics aims to systematically profile various small molecules (i.e., metabolites and lipids) in biological samples.Compared with genomics, transcriptomics and proteomics, metabolomics locates in the downstream of omics technologies, which links genotype with phenotype.Metabolomics is an doorking 1835-080 important part of system biology.It ha

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A quantitative identification method based on CWT and CNN for external and inner broken wires of steel wire ropes

The detection of broken wires in steel wire ropes is of great significance for the production safety.However, the existing identification techniques mainly focus on the external broken wires problem.Here, the artificial feature extraction is one of the most important method, while only the prior knowledge of the artificial feature extraction method

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Few shot learning for Korean winter temperature forecasts

Abstract To address the challenge of limited training samples, this study employs the model-agnostic meta-learning (MAML) algorithm along with domain-knowledge-based data augmentation to predict winter temperatures on the Korean Peninsula.While data augmentation has been achieved by using global climate model simulations, the proposed augmentation

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