<h1>Zhang, Pengchuan</h1>
<h2>Article from <a href="https://authors.library.caltech.edu">CaltechAUTHORS</a></h2>
<ul>
<li>Zhang, Shumao and Zhang, Pengchuan, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20220622-203755587">Multiscale Invertible Generative Networks for High-Dimensional Bayesian Inference</a>; Proceedings of Machine Learning Research; Vol. 139; 12632-12641; <a href="https://doi.org/10.48550/arXiv.2105.05489">10.48550/arXiv.2105.05489</a></li>
<li>Hou, Thomas Y. and Lam, Ka Chun, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190620-093003600">Solving Bayesian inverse problems from the perspective of deep generative networks</a>; Computational Mechanics; Vol. 64; No. 2; 395-408; <a href="https://doi.org/10.1007/s00466-019-01739-7">10.1007/s00466-019-01739-7</a></li>
<li>Hou, Thomas Y. and Huang, De, el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180718-150855095">An Adaptive Fast Solver for a General Class of Positive Definite Matrices Via Energy Decomposition</a>; Multiscale Modeling and Simulation; Vol. 16; No. 2; 615-678; <a href="https://doi.org/10.1137/17M1140686">10.1137/17M1140686</a></li>
<li>Hou, Thomas Y. and Zhang, Pengchuan (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20171205-123956892">Sparse operator compression of higher-order elliptic operators with rough coefficients</a>; Research in the Mathematical Sciences; Vol. 4; No. 1; Art. No. 24; <a href="https://doi.org/10.1186/s40687-017-0113-1">10.1186/s40687-017-0113-1</a></li>
<li>Hou, Thomas Y. and Li, Qin, el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170413-142311390">Exploring the locally low dimensional structure in solving random elliptic PDEs</a>; Multiscale Modeling &amp; Simulation; Vol. 15; No. 2; 661-695; <a href="https://doi.org/10.1137/16M1077611">10.1137/16M1077611</a></li>
<li>Hou, Thomas Y. and Li, Qin, el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170413-141136299">A sparse decomposition of low rank symmetric positive semi-definite matrices</a>; Multiscale Modeling and Simulation; Vol. 15; No. 1; 410-444; <a href="https://doi.org/10.1137/16M107760X">10.1137/16M107760X</a></li>
</ul>