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CCS-RTM-GBDT-BO

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NIAID Data Ecosystem2026-03-13 收录
下载链接:
https://zenodo.org/record/6774383
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资源简介:
Carbon Capture Storage (CCS) relevant Reactive Transport Modelling (RTM) of microfractures in basaltic rock; emulated using Gradient Boosted Decision Trees (GBDT) and subsequently optimised using Bayesian Optimisation (BO) framework. This project's code is hosted on Github at https://github.com/ThomasDodd97/CCS-RTM-GBDT-BO. This upload on Zenodo contains the dataset used to train four XGBoost GBDT surrogate models, whose model files are also uploaded here.
创建时间:
2022-06-29
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