Work

Deep learning of subsurface flow via theory-guided neural network

Year: 2020

Type: article

Source: Journal of Hydrology

DOI: 10.1016/j.jhydrol.2020.124700

Authors: Nanzhe Wang, Dongxiao Zhang, Haibin Chang, Heng Li

Institutions: Peking University, Southern University of Science and Technology, Peng Cheng Laboratory

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

Funders: National Natural Science Foundation of China, National Science and Technology Major Project, National Major Science and Technology Projects of China

Awards: G1259610514, G1874586923, G2430576034, G4681179500, G5139792610, G5461348632, G6510708923

OpenAlex ID: W3006689658

FWCI: 14.36

Cites: 44

Cited by: 340

Related to: 10