Dataset for: Physics-Informed Neural Networks for Evaluating Infiltration Capacity in Nonhomogeneous Soils: Advancing Green Infrastructure Performance Monitoring
收藏资源简介:
This repository contains the data used for the paper "Physics-Informed Neural Networks for Evaluating Infiltration Capacity in Nonhomogeneous Soils: Advancing Green Infrastructure Performance Monitoring"You'll find the csv files for the three simulated (Hydrus 1D) scenarios explained in the paper. These files were processed from the 'Nod_Inf.out' files to csv format. Code can be found on https://github.com/Khadrawi/Physics-Informed-Neural-Networks-for-Evaluating-Infiltration-Capacity-in-Nonhomogeneous-Soils
本仓库包含论文《用于评估非均质土壤入渗能力的物理知情神经网络(Physics-Informed Neural Networks):提升绿色基础设施性能监测》所使用的配套数据集。您可在此获取论文中阐述的三种(Hydrus 1D)模拟场景对应的CSV文件,这些文件均由'Nod_Inf.out'格式转换为CSV格式而来。相关代码可访问以下链接获取:https://github.com/Khadrawi/Physics-Informed-Neural-Networks-for-Evaluating-Infiltration-Capacity-in-Nonhomogeneous-Soils



