Guo, Jiachen

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