Journal of chromatography. ADeep LearningChromatographyNeural NetworksComputerModels
Evolution of chromatographic modeling: From mechanistic models to hybrid models with physics-based deep learning.
Yu-Cheng Chen, Zhiyuan Chen, Shi-Peng Dai, Youping Xie, Shan-Jing Yao, Dong-Qiang Lin
Published: 202610.1016/j.chroma.2025.466565
Abstract
Hybrid modeling based on physics-based deep learning (PBDL) represents a transformative approach that unifies mechanistic understanding and data-driven learning, offering a pathway beyond the limitations of traditional chromatographic models. This re…
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