Multiphysics‐Informed Neural Networks for Coupled Soil Hydrothermal Modeling

• Published in: Water resources research Vol. 59; no. 1
• Main Authors: Yanling Wang, Liangsheng Shi, Xiaolong Hu, Wenxiang Song, Lijun Wang
• Format: Journal Article
• Language: English
• Published: Wiley 01.01.2023
• Subjects: hydrothermal coupling; multiphysics‐informed neural networks; soil heat transport; soil moisture

Abstract Soil water and heat transport are two physical processes that are described by the Richardson–Richards equation and heat transport equation, respectively. Soil water and heat motion directly control transport or indirectly influence parameters. The physics‐informed neural network (PINN) is...