Name: Jian-Xun Wang
Type: User
Company: University of Notre Dame
Bio: Assistant Professor of Aerospace and Mechanical Engineering at University of Notre Dame, USA. Expertise in Scientific Machine Learning, Computational Mechanics.
Twitter: wertyfg
Location: Notre Dame, IN, USA
Blog: http://sites.nd.edu/jianxun-wang/
Jian-Xun Wang's Projects
Semi-analytical solution with AI-denoised reconstruction algorithms for MPT
A group of baseline model for spatiotemporal operator learning
Simple explicit compressible Euler solver for 3D unstructured polyhedral meshes written in Julia
Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems
Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning
PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain
Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data
Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels -- parametric forward SR and boundary inference
Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control
Physics-integrated neural differentiable model for composites manufacturing
Predicting parametric spatiotemporal dynamics by multi-resolution PDE structure-preserved deep learning