Shaowu Pan
University of Washington
H-index: 14
North America-United States
Top articles of Shaowu Pan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
On the lifting and reconstruction of nonlinear systems with multiple invariant sets | Nonlinear Dynamics | Shaowu Pan Karthik Duraisamy | 2024/4/30 |
Grad–Shafranov equilibria via data-free physics informed neural networks | Physics of Plasmas | Byoungchan Jang Alan A. Kaptanoglu Rahul Gaur Shaowu Pan Matt Landreman | 2024/3/25 |
PyKoopman: a python package for data-driven approximation of the Koopman operator | arXiv preprint arXiv:2306.12962 | Shaowu Pan Eurika Kaiser Brian M de Silva J Nathan Kutz Steven L Brunton | 2023/6/22 |
Grad-Shafranov equilibria via data-free physics informed neural networks (PINNs) | Physics of Plasmas | Byoungchan Jang Alan A Kaptanoglu Rahul Gaur Shaowu Pan Matt Landreman | 2024/3/1 |
Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data | Journal of Machine Learning Research | Shaowu Pan Steven L Brunton J Nathan Kutz | 2023/1 |
Warp-DG: A Differentiable Discontinuous Galerkin Solver for Compressible Flows | Bulletin of the American Physical Society | Nithin Somasekharan Shaowu Pan | 2023/11/19 |
Neural Implicit Compact Representation to Compress Distributed Acoustic Sensing Data | AGU Fall Meeting Abstracts | Yiyu Ni Shaowu Pan Nathan Kutz Bradley Paul Lipovsky Marine Denolle | 2022/12 |
Correction: Particle reconstruction of volumetric particle image velocimetry with the strategy of machine learning | Advances in Aerodynamics | Qi Gao Shaowu Pan Hongping Wang Runjie Wei Jinjun Wang | 2022/12/1 |
Particle reconstruction of volumetric particle image velocimetry with the strategy of machine learning | Advances in Aerodynamics | Qi Gao Shaowu Pan Hongping Wang Runjie Wei Jinjun Wang | 2021/9/23 |
Robust and interpretable learning for operator-theoretic modeling of non-linear dynamics | Shaowu Pan | 2021 | |
Discretization-independent surrogate modeling over complex geometries using hypernetworks and implicit representations | arXiv preprint arXiv:2109.07018 | James Duvall Karthik Duraisamy Shaowu Pan | 2021/9/14 |
Non-linear independent dual system (NIDS) for discretization-independent surrogate modeling over complex geometries | arXiv preprint arXiv:2109.07018 | James Duvall Karthik Duraisamy Shaowu Pan | 2021/9/14 |
Stiff-pinn: Physics-informed neural network for stiff chemical kinetics | The Journal of Physical Chemistry A | Weiqi Ji Weilun Qiu Zhiyu Shi Shaowu Pan Sili Deng | 2021/8/31 |
Sparsity-promoting algorithms for the discovery of informative Koopman-invariant subspaces | Journal of Fluid Mechanics | Shaowu Pan Nicholas Arnold-Medabalimi Karthik Duraisamy | 2021/6 |
Implicit Neural Compact Representation of the OOI DAS Data | Yiyu Ni Shaowu Pan J Nathan Kutz Brad Lipovsky Marine Denolle | 2021/11/1 | |
Neural implicit flow: A mesh-agnostic representation paradigm for spatio-temporal fields | APS Division of Fluid Dynamics Meeting Abstracts | Shaowu Pan Steven Brunton Nathan Kutz | 2021 |
Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data | Computer Methods in Applied Mechanics and Engineering | Luning Sun Han Gao Shaowu Pan Jian-Xun Wang | 2020/4/1 |
Physics-informed Autoencoders for Operator-theoretic decomposition and Model reduction of Complex Flows | APS Division of Fluid Dynamics Meeting Abstracts | Karthik Duraisamy Shaowu Pan | 2020 |
Physics-informed probabilistic learning of linear embeddings of nonlinear dynamics with guaranteed stability | SIAM Journal on Applied Dynamical Systems | Shaowu Pan Karthik Duraisamy | 2020 |
On the Structure of Time-delay Embedding in Linear Models of Non-linear Dynamical Systems | Chaos: An Interdisciplinary Journal of Nonlinear Science | Shaowu Pan Karthik Duraisamy | 2020 |
Co-Authors
