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2020 – today
- 2024
[j7]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): 5881 (2024)- [i10]Nithin Somasekharan, Shaowu Pan:
Deep Autoencoder with SVD-Like Convergence and Flat Minima. CoRR abs/2410.18148 (2024) - 2023
- [j6]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: 41:1-41:60 (2023) - [i9]Shaowu Pan, Karthik Duraisamy:
On the lifting and reconstruction of dynamical systems with multiple attractors. CoRR abs/2304.11860 (2023) - [i8]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 abs/2306.12962 (2023) - [i7]Byoungchan Jang, Alan A. Kaptanoglu, Rahul Gaur, Shaowu Pan, Matt Landreman, William Dorland:
Grad-Shafranov equilibria via data-free physics informed neural networks. CoRR abs/2311.13491 (2023) - 2022
- [i6]Shaowu Pan, Steven L. Brunton, J. Nathan Kutz:
Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data. CoRR abs/2204.03216 (2022) - 2021
- [c5]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 - [i5]James Duvall, Karthik Duraisamy, Shaowu Pan:
Non-linear Independent Dual System (NIDS) for Discretization-independent Surrogate Modeling over Complex Geometries. CoRR abs/2109.07018 (2021) - 2020
- [j5]Shaowu Pan, Karthik Duraisamy:
Physics-Informed Probabilistic Learning of Linear Embeddings of Nonlinear Dynamics with Guaranteed Stability. SIAM J. Appl. Dyn. Syst. 19(1): 480-509 (2020) - [c4]Shaowu Pan:
Au/PDMS Composite Film for High-Sensitivity Stretchable Strain Sensors. HealthCom 2020: 1-2 - [i4]Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng:
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics. CoRR abs/2011.04520 (2020)
2010 – 2019
- 2019
- [i3]Yaser Afshar, Saakaar Bhatnagar, Shaowu Pan, Karthik Duraisamy, Shailendra Kaushik:
Prediction of Aerodynamic Flow Fields Using Convolutional Neural Networks. CoRR abs/1905.13166 (2019) - [i2]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 abs/1909.07815 (2019) - 2018
- [j4]Shaowu Pan, Karthik Duraisamy:
Long-Time Predictive Modeling of Nonlinear Dynamical Systems Using Neural Networks. Complex. 2018: 4801012:1-4801012:26 (2018) - [j3]Shaowu Pan, Karthik Duraisamy:
Data-Driven Discovery of Closure Models. SIAM J. Appl. Dyn. Syst. 17(4): 2381-2413 (2018) - [i1]Shaowu Pan, Karthik Duraisamy:
Long-time predictive modeling of nonlinear dynamical systems using neural networks. CoRR abs/1805.12547 (2018) - 2017
- [j2]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): 870 (2017) - 2016
- [c3]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: 13-18 - 2015
- [j1]Shaowu Pan, Liwei Shi, Shuxiang Guo:
A Kinect-Based Real-Time Compressive Tracking Prototype System for Amphibious Spherical Robots. Sensors 15(4): 8232-8252 (2015) - 2014
- [c2]Jingyang Chen, Xiaoqiong Li, Xue Mi, Shaowu Pan:
A high precision EEG acquisition system based on the CompactPCI platform. BMEI 2014: 511-516 - 2013
- [c1]Liwei Shi, Shuxiang Guo, Shaowu Pan, Yanlin He, Ping Guo:
A multifunctional underwater microrobot for mother-son underwater robot system. ROBIO 2013: 1007-1012
Coauthor Index
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