遇见数据集

gp-gam-optimisation-dataset: Example input and output data for Gaussian Process and GAM workflow (H₂SO₄, January 2017)

收藏
Zenodo2025-11-06 更新2026-05-26 收录
官方服务:

资源简介:

This dataset provides the input and output files used for the demonstration and reproducibility tests of the gp-gam-optimisation-pipeline (Ghosh & Regayre, 2025). The example covers Gaussian Process (GP) emulation and Generalized Additive Model (GAM) fitting for H₂SO₄ (January 2017) over four grid points.It includes the raw input files, emulated mean outputs, and GAM variance files. The dataset allows users to validate the pipeline functionality without requiring access to HPC or the full PPE dataset. Software reference: https://doi.org/10.5281/zenodo.17543623

提供机构:
Zenodo
创建时间:
2025-11-06
二维码
社区交流群
二维码
科研交流群
商业服务