Concepedia

State Space Reconstruction

State Space Reconstruction is a mathematical framework used in time-varying compartment models that, by embedding observed time series data into a higher-dimensional space, reconstructs the underlying system dynamics to infer the full state space from incomplete or indirect measurements.

192

Publications

11.8K

Citations

496

Authors

289

Institutions

Publications per year

2017–2026

47

Parents

Publications

192

Dynamic Mode Decomposition with Control

Joshua L. Proctor, Steven L. Brunton, J. Nathan Kutz · SIAM Journal on Applied Dynamical Systems · 2016 · 1.1K citations · Full text

, , +16

State space reconstruction in the presence of noise

Martin Casdagli, Stephen Eubank, J. Doyne Farmer et al. · Physica D Nonlinear Phenomena · 1991 · 570 citations

, , +12

Generalized Theorems for Nonlinear State Space Reconstruction

Ethan R. Deyle, George Sugihara · PLoS ONE · 2011 · 405 citations · Full text

, , +16

Nonlinear time-series analysis revisited

Elizabeth Bradley, Hölger Kantz · Chaos An Interdisciplinary Journal of Nonlinear Science · 2015 · 367 citations · Full text

, , +16

Stick-slip vibrations and chaos

Peter Stelter · Philosophical Transactions of the Royal Society of London Series A Physical and Engineering Sciences · 1990 · 346 citations

, , +17

1–5 of 192

Authors

496

  1. DK
    Dimitris Kugiumtzis

    Aristotle University of Thessaloniki, Greece

    7 publications · 649 citations

    7

    h-index

  2. HK
    Hölger Kantz

    Max Planck Institute for the Physics of Complex Systems, Germany

    3 publications · 638 citations

    3

    h-index

  3. UL
    Ulf Leonhardt

    University of St Andrews, United Kingdom

    3 publications · 120 citations

    3

    h-index

  4. MA
    Marcelo A. Savi

    Universidade Federal do Rio de Janeiro, Brazil

    3 publications · 44 citations

    3

    h-index

  5. GS
    George Sugihara

    Scripps Institution of Oceanography, United States

    3 publications · 628 citations

    3

    h-index

1–5 of 496

Institutions

289

  1. University of California San Diego

    San Diego, United States

    10 h-index

    22 publications

    2.1K citations

  2. Scripps Institution of Oceanography

    La Jolla, United States

    5 h-index

    12 publications

    1.8K citations

  3. Aristotle University of Thessaloniki

    Thessaloniki, Greece

    5 h-index

    10 publications

    662 citations

  4. Santa Fe Institute

    Santa Fe, United States

    4 h-index

    6 publications

    1.6K citations

  5. University of Potsdam

    Potsdam, Germany

    4 h-index

    9 publications

    264 citations

  6. Universität Ulm

    Ulm, Germany

    4 h-index

    7 publications

    115 citations

  7. Humboldt-Universität zu Berlin

    Berlin, Germany

    4 h-index

    4 publications

    142 citations

  8. Potsdam Institute for Climate Impact Research

    Potsdam, Germany

    4 h-index

    10 publications

    359 citations

1–8 of 289

Venues

  1. Physical Review Letters

    PRL · 11 publications · 1.2K citations

    11

    h-index

  2. 7

    h-index

  3. Physical Review A

    PRA · 7 publications · 297 citations

    7

    h-index

  4. Physical Review E

    PRE · 7 publications · 408 citations

    7

    h-index

  5. Physica D Nonlinear Phenomena

    5 publications · 1.2K citations

    5

    h-index

1–5