Work

Estimating transient vertical hyporheic exchange fluxes from streambed temperatures using LSTM-autoencoder-enhanced physics-informed neural networks

Year: 2025

Type: article

Source: Journal of Hydrology

DOI: 10.1016/j.jhydrol.2025.133721

Authors: Lei Ju, Qiang Zheng, Jiangjiang Zhang, Shiwen Guo, Fengrui Chen

Institutions: Henan University, Eastern Institute of Technology, Ningbo, Hohai University

Language: English

Topic: Groundwater flow and contamination studies

Subfield: Environmental Engineering

Field: Environmental Science

Domain: Physical Sciences

SDGs: Clean water and sanitation, Climate action

Open Access status: closed

Funders: National Natural Science Foundation of China, Henan Provincial Science and Technology Research Project

Awards: G1336936200, G4279373798, G5022533376, G6733801263

OpenAlex ID: W4411329663

FWCI: 1.415

Cites: 55

Cited by: 5

Related to: 10