Shaowu Pan

According to our database, Shaowu Pan authored at least 35 papers between 2013 and 2026.

Collaborative distances:

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

2026

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science.

Nithin Somasekharan, Youssef Hassan, Shiyao Lin, Gihan Panapitiya, Patrick Emami, Anurag Acharya, Sameera Horawalavithana, Shaowu Pan

CoRR, May, 2026

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents.

Nithin Somasekharan, Rabi Pathak, Manushri Dhanakoti, Tingwen Zhang, Ling Yue, Andy Zhu, Shaowu Pan

CoRR, May, 2026

DiagramBank: A Large-scale Dataset of Diagram Design Exemplars with Paper Metadata for Retrieval-Augmented Generation.

Tingwen Zhang, Ling Yue, Zhen Xu, Shaowu Pan

CoRR, April, 2026

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification.

Hang Xu, Ling Yue, Chaoqian Ouyang, Yuchen Liu, Libin Zheng, Shaowu Pan, Shimin Di, Min-Ling Zhang

CoRR, April, 2026

From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents.

Ling Yue, Kushal Raj Bhandari, Ching-Yun Ko, Dhaval Patel, Shuxin Lin, Nianjun Zhou, Jianxi Gao, Pin-Yu Chen, Shaowu Pan

CoRR, March, 2026

ToolRosetta: Bridging Open-Source Repositories and Large Language Model Agents through Automated Tool Standardization.

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

CoRR, March, 2026

Surrogate Modeling for Neutron Transport: A Neural Operator Approach.

Md Hossain Sahadath, Qiyun Cheng, Shaowu Pan, Wei Ji

CoRR, February, 2026

Learning Noise-Robust Stable Koopman Operator for Control With Hankel DMD.

Shahriar Akbar Sakib, Shaowu Pan

IEEE Trans. Control. Syst. Technol., January, 2026

MD-PNOP: Equation-recast neural operators for minimal-data extrapolation and PDE solver acceleration.

Qiyun Cheng, Md Hossain Sahadath, Huihua Yang, Shaowu Pan, Wei Ji

J. Comput. Phys., 2026

2025

CFD-LLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics.

Nithin Somasekharan, Ling Yue, Yadi Cao, Weichao Li, Patrick Emami, Pochinapeddi Sai Bhargav, Anurag Acharya, Xingyu Xie, Shaowu Pan

CoRR, September, 2025

Foam-Agent 2.0: An End-to-End Composable Multi-Agent Framework for Automating CFD Simulation in OpenFOAM.

Ling Yue, Nithin Somasekharan, Tingwen Zhang, Yadi Cao, Shaowu Pan

CoRR, September, 2025

Code2MCP: Transforming Code Repositories into MCP Services.

Chaoqian Ouyang, Ling Yue, Shimin Di, Libin Zheng, Linan Yue, Shaowu Pan, Jian Yin, Min-Ling Zhang

CoRR, September, 2025

Accelerating PDE Solvers with Equation-Recast Neural Operator Preconditioning.

Qiyun Cheng, Md Hossain Sahadath, Huihua Yang, Shaowu Pan, Wei Ji

CoRR, September, 2025

Foam-Agent: Towards Automated Intelligent CFD Workflows.

Ling Yue, Nithin Somasekharan, Yadi Cao, Shaowu Pan

CoRR, May, 2025

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

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

Dataset, February, 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

Dataset, February, 2024

dynamicslab/pykoopman: v1.0.9.

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

Dataset, February, 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