Shaowu Pan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Photo Consistency

Dimensionality Reduction

Linear Dynamical Systems

Top Venues

SIAM J. Appl. Dyn. Syst.

Publications

Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator. J. Open Source Softw. 9 (96) (2024)
Byoungchan Jang, Alan A. Kaptanoglu, Rahul Gaur, Shaowu Pan, Matt Landreman, William Dorland
Grad-Shafranov equilibria via data-free physics informed neural networks. CoRR (2023)
Shaowu Pan, Steven L. Brunton, J. Nathan Kutz
Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data. J. Mach. Learn. Res. 24 (2023)
Shaowu Pan, Karthik Duraisamy
On the lifting and reconstruction of dynamical systems with multiple attractors. CoRR (2023)
Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator. CoRR (2023)
Shaowu Pan, Steven L. Brunton, J. Nathan Kutz
Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data. CoRR (2022)
James Duvall, Karthik Duraisamy, Shaowu Pan
Non-linear Independent Dual System (NIDS) for Discretization-independent Surrogate Modeling over Complex Geometries. CoRR (2021)
Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics. AAAI Spring Symposium: MLPS (2021)
Shaowu Pan, Karthik Duraisamy
Physics-Informed Probabilistic Learning of Linear Embeddings of Nonlinear Dynamics with Guaranteed Stability. SIAM J. Appl. Dyn. Syst. 19 (1) (2020)
Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics. CoRR (2020)
Shaowu Pan
Au/PDMS Composite Film for High-Sensitivity Stretchable Strain Sensors. HealthCom (2020)
Yaser Afshar, Saakaar Bhatnagar, Shaowu Pan, Karthik Duraisamy, Shailendra Kaushik
Prediction of Aerodynamic Flow Fields Using Convolutional Neural Networks. CoRR (2019)
Qi Gao, Qijie Li, Shaowu Pan, Hongping Wang, Runjie Wei, Jinjun Wang
Particle reconstruction of volumetric particle image velocimetry with strategy of machine learning. CoRR (2019)
Shaowu Pan, Karthik Duraisamy
Long-Time Predictive Modeling of Nonlinear Dynamical Systems Using Neural Networks. Complex. 2018 (2018)
Shaowu Pan, Karthik Duraisamy
Data-Driven Discovery of Closure Models. SIAM J. Appl. Dyn. Syst. 17 (4) (2018)
Shaowu Pan, Karthik Duraisamy
Long-time predictive modeling of nonlinear dynamical systems using neural networks. CoRR (2018)
Shuxiang Guo, Shaowu Pan, Liwei Shi, Ping Guo, Yanlin He, Kun Tang
Visual Detection and Tracking System for a Spherical Amphibious Robot. Sensors 17 (4) (2017)
Liwei Shi, Shaowu Pan, Shuxiang Guo, Kun Tang, Ping Guo, Rui Xiao, Yanlin He
Design and evaluation of quadruped gaits for amphibious spherical robots. ROBIO (2016)
Shaowu Pan, Liwei Shi, Shuxiang Guo
A Kinect-Based Real-Time Compressive Tracking Prototype System for Amphibious Spherical Robots. Sensors 15 (4) (2015)
Jingyang Chen, Xiaoqiong Li, Xue Mi, Shaowu Pan
A high precision EEG acquisition system based on the CompactPCI platform. BMEI (2014)
Liwei Shi, Shuxiang Guo, Shaowu Pan, Yanlin He, Ping Guo
A multifunctional underwater microrobot for mother-son underwater robot system. ROBIO (2013)