Reduced Order Models for Peak Storm Surge in Texas and Alaska
收藏Mendeley Data2024-06-05 更新2024-06-27 收录
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https://www.designsafe-ci.org/data/browser/public/designsafe.storage.published/PRJ-3870/#details-2448774709262413330-242ac117-0001-012
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资源简介：
Machine learning models of peak storm surge were generated for two regions - Texas and Alaska. The training data for the machine learning models was generated from preexisting ADCIRC databases using the adcirc-rom Python package. Models were trained using the same package. These models were able to accurately reconstruct peak storm surge for historical storms. They are the result of a grid search over a space of potential models.
创建时间：
2023-09-12
