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Updated: Jan 12, 2026

Construction of Models for Nondestructive Prediction of Ingredient Contents in Blueberries by Near-infrared Spectroscopy Based on HPLC Measurements
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在机器学习中优先考虑数据质量用于热物理性质预测:关于有机化合物的正常沸点的案例研究

Frank T Mtetwa1, Neil F Giles1, W Vincent Wilding1

  • 1Department of Chemical Engineering, Brigham Young University, Provo, Utah 84604, United States.

ACS omega
|November 3, 2025
PubMed
概括

高质量的数据对于准确的机器学习 (ML) 对正常沸点 (NBP) 的预测至关重要. 严格策划的实验数据为化学过程设计提供了更好的ML模型,而不是更大的,未经策划的数据集.

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