Enhancing Water Temperature Prediction in Stratified Reservoirs: A Process-Guided Deep Learning Approach

Data-driven models (DDMs) are extensively used in environmental modeling yet encounter obstacles stemming from limited training data and potential discrepancies with physical laws. To address this challenge, this study developed a process-guided deep learning (PGDL) model, integrating a long short-t...

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Bibliographic Details
Main Authors: Sungjin Kim, Sewoong Chung
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/15/17/3096