Keke Wu

1. Asymptotic-Preserving Neural Networks for Multiscale Time-Dependent Linear Transport Equations
   2021/11/04 by Shi Jin, Zheng Ma, Jin, Shi +3 · 4 citations
   Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics
2. Roughness Index for Loss Landscapes of Neural Network Models of Partial Differential Equations
   2021/03/20 by Keke Wu, Xiangru Jian, Wu, Keke +7 · 2 citations
   Computer Science · Materials Science · Physics and Astronomy · #FOS: Mathematics #Machine Learning in Materials Science #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Stochastic Gradient Optimization Techniques
3. Capturing the Diffusive Behavior of the Multiscale Linear Transport Equations by Asymptotic-Preserving Convolutional DeepONets
   2023/06/28 by Keke Wu, Xiongbin Yan, Wu, Keke +5 · 2 citations
   Computer Science · Mathematics · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical methods in inverse problems