遇见数据集

Dataset and code for "CFD-Assisted Mass-Transport Analysis and Hybrid XGBoost-Gaussian Process Optimisation of Flow Fields in Anion Exchange Membrane Water Electrolyzers"

收藏
Zenodo2026-07-06 更新2026-08-01 收录
官方服务:

资源简介:

Complete CFD dataset (50 solved cases), machine-learning analysis scripts (XGBoost, Gaussian process, Random Forest surrogates), multi-seed Bayesian optimisation results, SHAP interaction matrices, weight-sensitivity analysis, and publication figures for the accompanying manuscript. Version v2 adds five corner-point CFD verification cases (corner_verify.csv) that bracket the GP-BO optimum, corresponding to manuscript Section 3.6.3 and Table 4.

提供机构:
Zenodo
创建时间:
2026-07-06
二维码
社区交流群
二维码
科研交流群
商业服务