Jian-Xun Wang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 24

Top Topics

Inverse Problems

Nonlinear Dynamics

Top Venues

J. Comput. Phys.

Publications

Xiantao Fan, Jian-Xun Wang
Differentiable hybrid neural modeling for fluid-structure interaction. J. Comput. Phys. 496 (2024)
Xiantao Fan, Jian-Xun Wang
Differentiable hybrid neural modeling for fluid-structure interaction. CoRR (2023)
Pan Du, Xiaozhi Zhu, Jian-Xun Wang
Deep learning-based surrogate model for 3-D patient-specific computational fluid dynamics. CoRR (2022)
Xu Han, Han Gao, Tobias Pfaff, Jian-Xun Wang, Liping Liu
Predicting Physics in Mesh-reduced Space with Temporal Attention. ICLR (2022)
Ehsan Adeli, Luning Sun, Jian-Xun Wang, Alexandros A. Taflanidis
An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions. CoRR (2022)
Luning Sun, Daniel Zhengyu Huang, Hao Sun, Jian-Xun Wang
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty. CoRR (2022)
Han Gao, Xu Han, Jiaoyang Huang, Jian-Xun Wang, Li-Ping Liu
PatchGT: Transformer over Non-trainable Clusters for Learning Graph Representations. CoRR (2022)
Luning Sun, Daniel Huang, Hao Sun, Jian-Xun Wang
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty. NeurIPS (2022)
Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun
Physics-informed Deep Super-resolution for Spatiotemporal Data. CoRR (2022)
Xin-Yang Liu, Hao Sun, Jian-Xun Wang
Predicting parametric spatiotemporal dynamics by multi-resolution PDE structure-preserved deep learning. CoRR (2022)
Fangzheng Sun, Yang Liu, Jian-Xun Wang, Hao Sun
Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search. CoRR (2022)
Han Gao, Xu Han, Jiaoyang Huang, Jian-Xun Wang, Liping Liu
PatchGT: Transformer Over Non-Trainable Clusters for Learning Graph Representations. LoG (2022)
Xu Han, Han Gao, Tobias Pffaf, Jian-Xun Wang, Li-Ping Liu
Predicting Physics in Mesh-reduced Space with Temporal Attention. CoRR (2022)
Han Gao, Luning Sun, Jian-Xun Wang
PhyGeoNet: Physics-informed geometry-adaptive convolutional neural networks for solving parameterized steady-state PDEs on irregular domain. J. Comput. Phys. 428 (2021)
Pu Ren, Chengping Rao, Yang Liu, Jian-Xun Wang, Hao Sun
PhyCRNet: Physics-informed Convolutional-Recurrent Network for Solving Spatiotemporal PDEs. CoRR (2021)
Jun Zhang, Jun Tao, Jian-Xun Wang, Chaoli Wang
SurfRiver: Flattening Stream Surfaces for Comparative Visualization. IEEE Trans. Vis. Comput. Graph. 27 (6) (2021)
Xin-Yang Liu, Jian-Xun Wang
Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control. CoRR (2021)
Han Gao, Matthew J. Zahr, Jian-Xun Wang
Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems. CoRR (2021)
Han Gao, Jian-Xun Wang
A Bi-fidelity Ensemble Kalman Method for PDE-Constrained Inverse Problems. CoRR (2020)
Li Guo, Shaojie Ye, Jun Han, Hao Zheng, Han Gao, Danny Z. Chen, Jian-Xun Wang, Chaoli Wang
SSR-VFD: Spatial Super-Resolution for Vector Field Data Analysis and Visualization. PacificVis (2020)
Jiacheng Wu, Jian-Xun Wang, Shawn C. Shadden
Adding Constraints to Bayesian Inverse Problems. AAAI (2019)
Han Gao, Jian-Xun Wang, Matthew J. Zahr
Non-intrusive model reduction of large-scale, nonlinear dynamical systems using deep learning. CoRR (2019)
Jian-Xun Wang, Junji Huang, Lian Duan, Heng Xiao
Prediction of Reynolds Stresses in High-Mach-Number Turbulent Boundary Layers using Physics-Informed Machine Learning. CoRR (2018)
Heng Xiao, J.-L. Wu, Jian-Xun Wang, Rui Sun, C. J. Roy
Quantifying and reducing model-form uncertainties in Reynolds-averaged Navier-Stokes simulations: A data-driven, physics-informed Bayesian approach. J. Comput. Phys. 324 (2016)
Jin-Fu Lin, Peng Bai, Jian-Xun Wang, Ying Wang, Tao Wang
Topology algorithm based on link maintenance time for mobile ad hoc using directional antennas. Int. J. Wirel. Mob. Comput. 8 (3) (2015)