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Park, Chanwook
2 publications
ICML
2025
Interpolating Neural Network-Tensor Decomposition (INN-TD): A Scalable and Interpretable Approach for Large-Scale Physics-Based Problems
Jiachen Guo
,
Xiaoyu Xie
,
Chanwook Park
,
Hantao Zhang
,
Matthew J. Politis
,
Gino Domel
,
Wing Kam Liu
NeurIPSW
2024
Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (c-HiDeNN-TD): A Scalable Surrogate Modeling Approach for Large-Scale Physical Systems
Jiachen Guo
,
Chanwook Park
,
Xiaoyu Xie
,
Zhongsheng Sang
,
Gregory Wagner
,
Wing Kam Liu