Forward to the Special Topic on “Solving Differential Equations with Deep Learning”

被引：0
|
作者：
Zhenya Yan
机构：
[1] Chinese Academy of Sciences,Academy of Mathematics and Systems Science
来源：
Journal of Systems Science and Complexity | 2024年 / 37卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：389 / 390
页数：1
相关论文
共 50 条
  • [11] An unsupervised deep learning approach to solving partial integro-differential equations
    Fu, Weilong
    Hirsa, Ali
    QUANTITATIVE FINANCE, 2022, 22 (08) : 1481 - 1494
  • [12] Solving high-dimensional partial differential equations using deep learning
    Han, Jiequn
    Jentzen, Arnulf
    Weinan, E.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (34) : 8505 - 8510
  • [13] A Local Deep Learning Method for Solving High Order Partial Differential Equations
    Yang, Jiang
    Zhu, Quanhui
    NUMERICAL MATHEMATICS-THEORY METHODS AND APPLICATIONS, 2022, 15 (01): : 42 - 67
  • [14] Deep Physics Corrector: A physics enhanced deep learning architecture for solving stochastic differential equations
    Tushar
    Chakraborty, Souvik
    JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 479
  • [15] Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
    Raissi, M.
    Perdikaris, P.
    Karniadakis, G. E.
    JOURNAL OF COMPUTATIONAL PHYSICS, 2019, 378 : 686 - 707
  • [16] Special topic on deep learning for medical image processing
    Zhang Pengcheng
    Journal of Measurement Science and Instrumentation, 2025, 16 (01) : 5
  • [17] A SPECIAL OPERATOR METHOD FOR SOLVING DIFFERENTIAL-EQUATIONS
    LEMKE, M
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 1994, 53 (02) : 139 - 161
  • [18] Solving Special Fractional Differential Equations By Sumudu Transform
    Goswami, Pranay
    Belgacem, F. B. M.
    9TH INTERNATIONAL CONFERENCE ON MATHEMATICAL PROBLEMS IN ENGINEERING, AEROSPACE AND SCIENCES (ICNPAA 2012), 2012, 1493 : 111 - 115
  • [19] Deep-learning-based quantum algorithms for solving nonlinear partial differential equations
    Mouton, Lukas
    Reiter, Florentin
    Chen, Ying
    Rebentrost, Patrick
    PHYSICAL REVIEW A, 2024, 110 (02)
  • [20] A Deep Learning Neural Network Framework for Solving Singular Nonlinear Ordinary Differential Equations
    Venkatachalapathy P.
    Mallikarjunaiah S.M.
    International Journal of Applied and Computational Mathematics, 2023, 9 (5)
12345