Dataset for "Uncertainty Analysis of Contaminant Sources in Fracture Networks: A Framework Integrating Falsification and Bayesian Evidential Learning"
收藏官方服务:
资源简介:
The foundational datasets for "Uncertainty Analysis of Contaminant Sources in Fracture Networks: A Framework Integrating Falsification and Bayesian Evidential Learning" include data_train.pkl and data_test.pkl. The former serves as the training dataset for Bayesian Evidence Learning (BEL), while the latter contains laboratory data. All computations and figures presented in the paper are derived from these two datasets.
《裂隙网络中污染源不确定性分析:融合证伪与贝叶斯证据学习的框架》(Uncertainty Analysis of Contaminant Sources in Fracture Networks: A Framework Integrating Falsification and Bayesian Evidential Learning)一文所依托的基础数据集包含data_train.pkl与data_test.pkl。其中前者为贝叶斯证据学习(Bayesian Evidential Learning,BEL)的训练数据集,后者则收录实验室实测数据。论文中呈现的全部计算结果与可视化图表均源自这两个数据集。
提供机构:
Zenodo创建时间:
2025-01-28



