Shaowu Pan

According to our database, Shaowu Pan authored at least 18 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator.

Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton

J. Open Source Softw., April, 2024

Deep Autoencoder with SVD-Like Convergence and Flat Minima.

Nithin Somasekharan, Shaowu Pan

CoRR, 2024

2023

Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data.

Shaowu Pan, Steven L. Brunton, J. Nathan Kutz

J. Mach. Learn. Res., 2023

Grad-Shafranov equilibria via data-free physics informed neural networks.

Byoungchan Jang, Alan A. Kaptanoglu, Rahul Gaur, Shaowu Pan, Matt Landreman, William Dorland

CoRR, 2023

On the lifting and reconstruction of dynamical systems with multiple attractors.

Shaowu Pan, Karthik Duraisamy

CoRR, 2023

2021

Non-linear Independent Dual System (NIDS) for Discretization-independent Surrogate Modeling over Complex Geometries.

James Duvall, Karthik Duraisamy, Shaowu Pan

CoRR, 2021

Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics.

Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

Physics-Informed Probabilistic Learning of Linear Embeddings of Nonlinear Dynamics with Guaranteed Stability.

Shaowu Pan, Karthik Duraisamy

SIAM J. Appl. Dyn. Syst., 2020

Au/PDMS Composite Film for High-Sensitivity Stretchable Strain Sensors.

Shaowu Pan

Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

2019

Particle reconstruction of volumetric particle image velocimetry with strategy of machine learning.

Qi Gao, Qijie Li, Shaowu Pan, Hongping Wang, Runjie Wei, Jinjun Wang

CoRR, 2019

Prediction of Aerodynamic Flow Fields Using Convolutional Neural Networks.

Yaser Afshar, Saakaar Bhatnagar, Shaowu Pan, Karthik Duraisamy, Shailendra Kaushik

CoRR, 2019

2018

Data-Driven Discovery of Closure Models.

Shaowu Pan, Karthik Duraisamy

SIAM J. Appl. Dyn. Syst., 2018

Long-Time Predictive Modeling of Nonlinear Dynamical Systems Using Neural Networks.

Shaowu Pan, Karthik Duraisamy

Complex., 2018

2017

Visual Detection and Tracking System for a Spherical Amphibious Robot.

Shuxiang Guo, Shaowu Pan, Liwei Shi, Ping Guo, Yanlin He, Kun Tang

Sensors, 2017

2016

Design and evaluation of quadruped gaits for amphibious spherical robots.

Liwei Shi, Shaowu Pan, Shuxiang Guo, Kun Tang, Ping Guo, Rui Xiao, Yanlin He

Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016

2015

A Kinect-Based Real-Time Compressive Tracking Prototype System for Amphibious Spherical Robots.

Shaowu Pan, Liwei Shi, Shuxiang Guo

Sensors, 2015

2014

A high precision EEG acquisition system based on the CompactPCI platform.

Jingyang Chen, Xiaoqiong Li, Xue Mi, Shaowu Pan

Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013

A multifunctional underwater microrobot for mother-son underwater robot system.

Liwei Shi, Shuxiang Guo, Shaowu Pan, Yanlin He, Ping Guo

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013