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DOI | 10.1029/2020WR029479 |
Physics-Informed Neural Network Method for Forward and Backward Advection-Dispersion Equations | |
QiZhi He; Alexandre M. Tartakovsky | |
2021-06-24 | |
发表期刊 | Water Resources Research
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出版年 | 2021 |
英文摘要 | We propose a discretization-free approach based on the physics-informed neural network (PINN) method for solving coupled advection-dispersion equation (ADE) and Darcy flow equation with space-dependent hydraulic conductivity This article is protected by copyright. All rights reserved. |
领域 | 资源环境 |
URL | 查看原文 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/333687 |
专题 | 资源环境科学 |
推荐引用方式 GB/T 7714 | QiZhi He,Alexandre M. Tartakovsky. Physics-Informed Neural Network Method for Forward and Backward Advection-Dispersion Equations[J]. Water Resources Research,2021. |
APA | QiZhi He,&Alexandre M. Tartakovsky.(2021).Physics-Informed Neural Network Method for Forward and Backward Advection-Dispersion Equations.Water Resources Research. |
MLA | QiZhi He,et al."Physics-Informed Neural Network Method for Forward and Backward Advection-Dispersion Equations".Water Resources Research (2021). |
条目包含的文件 | 条目无相关文件。 |
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