Shaowu Pan
University of Washington
H-index: 14
North America-United States
Top articles of Shaowu Pan
On the lifting and reconstruction of nonlinear systems with multiple invariant sets
Nonlinear Dynamics
2024/4/30
Shaowu Pan
H-Index: 10
Karthik Duraisamy
H-Index: 26
Grad–Shafranov equilibria via data-free physics informed neural networks
Physics of Plasmas
2024/3/25
Shaowu Pan
H-Index: 10
Matt Landreman
H-Index: 22
PyKoopman: a python package for data-driven approximation of the Koopman operator
arXiv preprint arXiv:2306.12962
2023/6/22
Shaowu Pan
H-Index: 10
Eurika Kaiser
H-Index: 15
Warp-DG: A Differentiable Discontinuous Galerkin Solver for Compressible Flows
Bulletin of the American Physical Society
2023/11/19
Shaowu Pan
H-Index: 10
Grad-Shafranov equilibria via data-free physics informed neural networks (PINNs)
Physics of Plasmas
2024/3/1
Shaowu Pan
H-Index: 10
Matt Landreman
H-Index: 22
Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data
Journal of Machine Learning Research
2023/1
Shaowu Pan
H-Index: 10
Neural Implicit Compact Representation to Compress Distributed Acoustic Sensing Data
AGU Fall Meeting Abstracts
2022/12
Correction: Particle reconstruction of volumetric particle image velocimetry with the strategy of machine learning
Advances in Aerodynamics
2022/12/1
Implicit Neural Compact Representation of the OOI DAS Data
2021/11/1
Shaowu Pan
H-Index: 10
Marine Denolle
H-Index: 15
Particle reconstruction of volumetric particle image velocimetry with the strategy of machine learning
Advances in Aerodynamics
2021/9/23
Discretization-independent surrogate modeling over complex geometries using hypernetworks and implicit representations
arXiv preprint arXiv:2109.07018
2021/9/14
Non-linear independent dual system (NIDS) for discretization-independent surrogate modeling over complex geometries
arXiv preprint arXiv:2109.07018
2021/9/14
Stiff-pinn: Physics-informed neural network for stiff chemical kinetics
The Journal of Physical Chemistry A
2021/8/31
Sparsity-promoting algorithms for the discovery of informative Koopman-invariant subspaces
Journal of Fluid Mechanics
2021/6
Neural implicit flow: A mesh-agnostic representation paradigm for spatio-temporal fields
APS Division of Fluid Dynamics Meeting Abstracts
2021
Shaowu Pan
H-Index: 10
Robust and interpretable learning for operator-theoretic modeling of non-linear dynamics
2021
Shaowu Pan
H-Index: 10
Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data
Computer Methods in Applied Mechanics and Engineering
2020/4/1
Physics-informed Autoencoders for Operator-theoretic decomposition and Model reduction of Complex Flows
APS Division of Fluid Dynamics Meeting Abstracts
2020
Karthik Duraisamy
H-Index: 26
Shaowu Pan
H-Index: 10
Physics-informed probabilistic learning of linear embeddings of nonlinear dynamics with guaranteed stability
SIAM Journal on Applied Dynamical Systems
2020
Shaowu Pan
H-Index: 10
Karthik Duraisamy
H-Index: 26
On the Structure of Time-delay Embedding in Linear Models of Non-linear Dynamical Systems
Chaos: An Interdisciplinary Journal of Nonlinear Science
2020
Shaowu Pan
H-Index: 10
Karthik Duraisamy
H-Index: 26
Co-Authors
