Xiaoliang Wan

1. DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations
   2022/12/28 by Kejun Tang, Xiaoliang Wan, Chao Yang · 20 citations
   Physics and Astronomy · Decision Sciences · Engineering · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Numerical methods in engineering
2. DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations
   2021/12/28 by Kejun Tang, Tang, Kejun, Xiaoliang Wan +3 · 15 citations
   Decision Sciences · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in engineering #Probabilistic and Robust Engineering Design
3. Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs
   2023/05/30 by Kejun Tang, Tang, Kejun, Jiayu Zhai +5 · 5 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design