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  • Efficiently Training Physics-Informed Neural Networks via Anomaly-Aware Optimization

    Jiacheng Li, Min Yang, Chuanjun Chen
    2024-05-11
    DOI:10.4208/nmtma.OA-2023-0133
    27437 2309 pp. 310-330
  • Discrete Approximation Scheme in Distributionally Robust Optimization

    Yongchao Liu, Xiaoming Yuan, Jin Zhang
    2021-01-26
    DOI:10.4208/nmtma.OA-2020-0125
    58214 2979 pp. 285-320
  • Adaptive Parameter Selection for Total Variation Image Deconvolution

    You-Wei Wen, Andy M. Yip
    2009-02-01
    DOI:10.4208/nmtma.2009.m9005s
    39993 3835 pp. 427-438
  • Superlinear Convergence of a Smooth Approximation Method for Mathematical Programs with Nonlinear Complementarity Constraints

    Fujian Duan, Lin Fan
    2010-03-01
    DOI:10.4208/nmtma.2010.33.6
    40227 3671 pp. 367-386
  • On the Convergence of Two-Step Modulus-Based Matrix Splitting Iteration Methods for a Restricted Class of Nonlinear Complementarity Problems with $H_+$-Matrices

    Rui Li, Yan Wang, Junfeng Yin
    2018-09-17
    DOI:10.4208/nmtma.OA-2017-0004
    42407 4370 pp. 128-139
  • Chebyshev Spectral Methods and the Lane-Emden Problem

    John P. Boyd
    2011-04-01
    DOI:10.4208/nmtma.2011.42s.2
    41249 4132 pp. 142-157
  • Robust Multiscale Iterative Solvers for Nonlinear Flows in Highly Heterogeneous Media

    Y. Efendiev, J. Galvis, S. Ki Kang, R. D. Lazarov
    2012-05-01
    DOI:10.4208/nmtma.2012.m1112
    41791 3584 pp. 359-383
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