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Brek Meuris

  1. Machine-learning custom-made basis functions for partial differential equations
    2021/11/09 by Brek Meuris, Meuris, Brek, Saad Qadeer +3 · 2 citations
    Computer Science · Engineering · Mathematics · Physics and Astronomy · #65M70 #Advanced Numerical Methods in Computational Mathematics #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Iterative Methods for Nonlinear Equations #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
  2. What do physics-informed DeepONets learn? Understanding and improving training for scientific computing applications
    2024/11/27 by Emily Williams, Amanda A. Howard, Williams, Emily +5 · 1 citation
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Computational Physics and Python Applications #Distributed and Parallel Computing Systems