Surrogate based Uncertainty Quantification in Pyrolysis Modeling: A Comparative Analysis
收藏Zenodo2025-10-31 更新2026-05-26 收录
下载链接：
https://zenodo.org/doi/10.5281/zenodo.14790156
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资源简介：
This repository contains simulation setup, output data, python scripts and results for the publication "Surrogate based Uncertainty Quantification in Pyrolysis Modeling: A Comparative Analysis". The dataset set contains the following folders
Data - containing output data from the 2D PATO simulations and respective parameter file parameter_500.csv
Inverse_modeling - norm data file and output plots for 20000 1D PATO simulations in folder design_plots along with the parameter values in post_opt_ea.dat file and plotting script named fitness_convergence.py
Sensitivities - sensitivities for 20000 1D PATO simulations in file Sensitivities.csv and plotting script sens_plots.py
Simulation - sample PATO simulation setup for 1D and 2D in respective folders
UQ_Method_scripts - python scripts for the surrogate methods
提供机构：
Zenodo
创建时间：
2025-10-31
