Predicting two-dimensional spatiotemporal chaotic patterns with optimized high-dimensional hybrid reservoir computing

被引：0
|
作者：
Nakano, Tamon [1 ]
Baur, Sebastian [2 ,3 ]
Räth, Christoph [2 ,3 ]
机构：
[1] Deutsches Zentrum für Luft- und Raumfahrt (DLR), Institut für KI Sicherheit, Rathausallee 12, Sankt Augustin,53757, Germany
[2] Deutsches Zentrum für Luft- und Raumfahrt (DLR), Institut für KI Sicherheit, Wilhelm-Runge-Str. 10, Ulm,89081, Germany
[3] Department of Physics, Ludwig-Maximilians-Universität, Schellingstraße 4, Munich,80799, Germany
来源：
arXiv |
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Prediction models
引用
收藏
相关论文
共 50 条
  • [1] Spatiotemporal periodic and chaotic patterns in a two-dimensional coupled map lattice system
    Xie, Fagen
    Hu, Gang
    Physical Review E. Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics, 1997, 55 (1-A pt A):
  • [2] Spatiotemporal periodic and chaotic patterns in a two-dimensional coupled map lattice system
    Xie, FG
    Hu, G
    PHYSICAL REVIEW E, 1997, 55 (01): : 79 - 86
  • [3] Size-dependent transition to high-dimensional chaotic dynamics in a two-dimensional excitable medium
    Strain, MC
    Greenside, HS
    PHYSICAL REVIEW LETTERS, 1998, 80 (11) : 2306 - 2309
  • [4] Reservoir computing model of two-dimensional turbulent convection
    Pandey, Sandeep
    Schumacher, Joerg
    PHYSICAL REVIEW FLUIDS, 2020, 5 (11)
  • [5] Visualising High-Dimensional Pareto Relationships in Two-Dimensional Scatterplots
    Fieldsend, Jonathan
    Everson, Richard
    EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, EMO 2013, 2013, 7811 : 558 - 572
  • [6] Computing with High-Dimensional Vectors
    Kanerva, Pentti
    IEEE DESIGN & TEST, 2019, 36 (03) : 7 - 14
  • [7] Chaotic Dynamics of a Two-Dimensional Spatiotemporal Discrete System with Delayed Perturbations
    Zhang, Xuanxuan
    Liang, Wei
    Zhang, Yongjun
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2024, 34 (13):
  • [8] A new spatiotemporal chaotic system based on two-dimensional discrete system
    Zongwang Lv
    Fuyan Sun
    Chengxin Cai
    Nonlinear Dynamics, 2022, 109 : 3133 - 3144
  • [9] A new spatiotemporal chaotic system based on two-dimensional discrete system
    Lv, Zongwang
    Sun, Fuyan
    Cai, Chengxin
    NONLINEAR DYNAMICS, 2022, 109 (04) : 3133 - 3144
  • [10] A hybrid approach for computing products of high-dimensional geometric algebras
    Breuils, Stephane
    Nozick, Vincent
    Fuchs, Laurent
    Hildenbrand, Dietmar
    Benger, Werner
    Steinmetz, Christian
    CGI'17: PROCEEDINGS OF THE COMPUTER GRAPHICS INTERNATIONAL CONFERENCE, 2017,
12345