Shaowu Pan - RankMe

32 papers C 1Journal 27Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents. CoRR Ling Yue, Kushal Raj Bhandari, Ching-Yun Ko, Dhaval Patel, Shuxin Lin, Nianjun Zhou, Jianxi Gao, Pin-Yu Chen, Shaowu Pan
2026	J	`jnl`	Learning Noise-Robust Stable Koopman Operator for Control With Hankel DMD. IEEE Trans. Control. Syst. Technol. Shahriar Akbar Sakib, Shaowu Pan
2026	J	`jnl`	MD-PNOP: Equation-recast neural operators for minimal-data extrapolation and PDE solver acceleration. J. Comput. Phys. Qiyun Cheng, Md Hossain Sahadath, Huihua Yang, Shaowu Pan, Wei Ji
2026	J	`jnl`	Surrogate Modeling for Neutron Transport: A Neural Operator Approach. CoRR Md Hossain Sahadath, Qiyun Cheng, Shaowu Pan, Wei Ji
2026	J	`jnl`	ToolRosetta: Bridging Open-Source Repositories and Large Language Model Agents through Automated Tool Standardization. CoRR Shimin Di, Xujie Yuan, Hanghui Guo, Chaoqian Ouyang, Zhangze Chen, Ling Yue, Libin Zheng, Jia Zhu, Shaowu Pan, Jian Yin, Min-Ling Zhang, Yong Rui
2025	J	`jnl`	Accelerating PDE Solvers with Equation-Recast Neural Operator Preconditioning. CoRR Qiyun Cheng, Md Hossain Sahadath, Huihua Yang, Shaowu Pan, Wei Ji
2025	J	`jnl`	CFD-LLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics. CoRR Nithin Somasekharan, Ling Yue, Yadi Cao, Weichao Li, Patrick Emami, Pochinapeddi Sai Bhargav, Anurag Acharya, Xingyu Xie, Shaowu Pan
2025	J	`jnl`	Code2MCP: Transforming Code Repositories into MCP Services. CoRR Chaoqian Ouyang, Ling Yue, Shimin Di, Libin Zheng, Linan Yue, Shaowu Pan, Jian Yin, Min-Ling Zhang
2025	J	`jnl`	Foam-Agent 2.0: An End-to-End Composable Multi-Agent Framework for Automating CFD Simulation in OpenFOAM. CoRR Ling Yue, Nithin Somasekharan, Tingwen Zhang, Yadi Cao, Shaowu Pan
2025	J	`jnl`	Foam-Agent: Towards Automated Intelligent CFD Workflows. CoRR Ling Yue, Nithin Somasekharan, Yadi Cao, Shaowu Pan
2024	J	`jnl`	Deep Autoencoder with SVD-Like Convergence and Flat Minima. CoRR Nithin Somasekharan, Shaowu Pan
2024	J	`jnl`	PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator. J. Open Source Softw. Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
2023	J	`jnl`	Grad-Shafranov equilibria via data-free physics informed neural networks. CoRR Byoungchan Jang, Alan A. Kaptanoglu, Rahul Gaur, Shaowu Pan, Matt Landreman, William Dorland
2023	J	`jnl`	Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data. J. Mach. Learn. Res. Shaowu Pan, Steven L. Brunton, J. Nathan Kutz
2023	J	`jnl`	On the lifting and reconstruction of dynamical systems with multiple attractors. CoRR Shaowu Pan, Karthik Duraisamy
2023	J	`jnl`	PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator. CoRR Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
2022	J	`jnl`	Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data. CoRR Shaowu Pan, Steven L. Brunton, J. Nathan Kutz
2021	J	`jnl`	Non-linear Independent Dual System (NIDS) for Discretization-independent Surrogate Modeling over Complex Geometries. CoRR James Duvall, Karthik Duraisamy, Shaowu Pan
2021	—	`conf`	Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics. AAAI Spring Symposium: MLPS Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng
2020	C	`conf`	Au/PDMS Composite Film for High-Sensitivity Stretchable Strain Sensors. HealthCom Shaowu Pan
2020	J	`jnl`	Physics-Informed Probabilistic Learning of Linear Embeddings of Nonlinear Dynamics with Guaranteed Stability. SIAM J. Appl. Dyn. Syst. Shaowu Pan, Karthik Duraisamy
2020	J	`jnl`	Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics. CoRR Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng
2019	J	`jnl`	Particle reconstruction of volumetric particle image velocimetry with strategy of machine learning. CoRR Qi Gao, Qijie Li, Shaowu Pan, Hongping Wang, Runjie Wei, Jinjun Wang
2019	J	`jnl`	Prediction of Aerodynamic Flow Fields Using Convolutional Neural Networks. CoRR Yaser Afshar, Saakaar Bhatnagar, Shaowu Pan, Karthik Duraisamy, Shailendra Kaushik
2018	J	`jnl`	Data-Driven Discovery of Closure Models. SIAM J. Appl. Dyn. Syst. Shaowu Pan, Karthik Duraisamy
2018	J	`jnl`	Long-Time Predictive Modeling of Nonlinear Dynamical Systems Using Neural Networks. Complex. Shaowu Pan, Karthik Duraisamy
2018	J	`jnl`	Long-time predictive modeling of nonlinear dynamical systems using neural networks. CoRR Shaowu Pan, Karthik Duraisamy
2017	J	`jnl`	Visual Detection and Tracking System for a Spherical Amphibious Robot. Sensors Shuxiang Guo, Shaowu Pan, Liwei Shi, Ping Guo, Yanlin He, Kun Tang
2016	—	`conf`	Design and evaluation of quadruped gaits for amphibious spherical robots. ROBIO Liwei Shi, Shaowu Pan, Shuxiang Guo, Kun Tang, Ping Guo, Rui Xiao, Yanlin He
2015	J	`jnl`	A Kinect-Based Real-Time Compressive Tracking Prototype System for Amphibious Spherical Robots. Sensors Shaowu Pan, Liwei Shi, Shuxiang Guo
2014	—	`conf`	A high precision EEG acquisition system based on the CompactPCI platform. BMEI Jingyang Chen, Xiaoqiong Li, Xue Mi, Shaowu Pan
2013	—	`conf`	A multifunctional underwater microrobot for mother-son underwater robot system. ROBIO Liwei Shi, Shuxiang Guo, Shaowu Pan, Yanlin He, Ping Guo