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Zhang, Pengchuan
- Zhang, Shumao and Zhang, Pengchuan, el al. (2021) Multiscale Invertible Generative Networks for High-Dimensional Bayesian Inference; Proceedings of Machine Learning Research; Vol. 139; 12632-12641; 10.48550/arXiv.2105.05489
- Hou, Thomas Y. and Lam, Ka Chun, el al. (2019) Solving Bayesian inverse problems from the perspective of deep generative networks; Computational Mechanics; Vol. 64; No. 2; 395-408; 10.1007/s00466-019-01739-7
- Hou, Thomas Y. and Huang, De, el al. (2018) An Adaptive Fast Solver for a General Class of Positive Definite Matrices Via Energy Decomposition; Multiscale Modeling and Simulation; Vol. 16; No. 2; 615-678; 10.1137/17M1140686
- Hou, Thomas Y. and Zhang, Pengchuan (2017) Sparse operator compression of higher-order elliptic operators with rough coefficients; Research in the Mathematical Sciences; Vol. 4; No. 1; Art. No. 24; 10.1186/s40687-017-0113-1
- Hou, Thomas Y. and Li, Qin, el al. (2017) Exploring the locally low dimensional structure in solving random elliptic PDEs; Multiscale Modeling & Simulation; Vol. 15; No. 2; 661-695; 10.1137/16M1077611
- Hou, Thomas Y. and Li, Qin, el al. (2017) A sparse decomposition of low rank symmetric positive semi-definite matrices; Multiscale Modeling and Simulation; Vol. 15; No. 1; 410-444; 10.1137/16M107760X
