GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations

Neng Shi, Jiayi Xu 0001, Skylar W. Wurster, Hanqi Guo 0001, Jonathan Woodring, Luke P. Van Roekel, Han-Wei Shen. GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations. IEEE Trans. Vis. Comput. Graph., 28(5):2301-2313, 2022. [doi]

Abstract

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