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Huang, Jianing

  1. Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations
    2024/05/27 by Ze Cheng, Zhongkai Hao, Cheng, Ze +15 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
  2. Operator Learning with Domain Decomposition for Geometry Generalization in PDE Solving
    2025/04/01 by Jianing Huang, Huang, Jianing, Kaixuan Zhang +5 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications