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Yi‐Ming Fan

  1. Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws
    2023/12/18 by Ning Liu, Yi‐Ming Fan, Liu, Ning +7 · 3 citations
    Computer Science · Physics and Astronomy · #Computational Engineering #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #Finance #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA) #and Science (cs.CE)
  2. Bayesian Nonlocal Operator Regression (BNOR): A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification
    2022/10/06 by Yi‐Ming Fan, Fan, Yiming, Marta D’Elia +7 · 1 citation
    Engineering · #Composite Material Mechanics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Mineral Processing and Grinding #Non-Destructive Testing Techniques