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cs.LG2024
Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations
Runlong Yu, Chonghao Qiu, Robert Ladwig +4
This paper introduces a \textit{Process-Guided Learning (Pril)} framework that integrates physical models with recurrent neural networks (RNNs) to enhance the prediction of dissolv…
cs.NE2024
Evolution-based Feature Selection for Predicting Dissolved Oxygen Concentrations in Lakes
Runlong Yu, Robert Ladwig, Xiang Xu +4
Accurate prediction of dissolved oxygen (DO) concentrations in lakes requires a comprehensive study of phenological patterns across ecosystems, highlighting the need for precise se…