Holger Kantz

发表

Prediction of Complex Dynamics: Who Cares About Chaos?

Stefan Siegert, Holger Kantz, H. Kantz, 2016 .

Identifying characteristic time scales in power grid frequency fluctuations with DFA.

Holger Kantz, Philipp G Meyer, Mehrnaz Anvari, 2020, Chaos.

Determination of the Dynamical Properties of Ferroelectrics using nonlinear Time Series Analysis

Holger Kantz, Ralf-Peter Kapsch, Rainer Hegger, 2001, Int. J. Bifurc. Chaos.

Effects of random noise on a simple class of growing network models.

Holger Kantz, Jong-Won Kim, 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

Nonlinear time-series analysis revisited.

Elizabeth Bradley, Holger Kantz, H. Kantz, 2015, Chaos.

Rare and Extreme Events

Holger Kantz, H. Kantz, Holger Kantz, 2016 .

Analysis and Simulation of Extremes and Rare Events in Complex Systems

Holger Kantz, Meagan Carney, Matthew Nicol, 2020, 2005.07573.

20 Year of Recurrence Plots: Perspectives for a Multi-purpose Tool of Nonlinear Data Analysis

Norbert Marwan, Joseph P. Zbilut, Holger Kantz, 2008 .

Application of the method of simplest equation for obtaining exact traveling-wave solutions for the extended Korteweg-de Vries equation and generalized Camassa-Holm equation

Holger Kantz, Nikolay K. Vitanov, Zlatinka I. Dimitrova, 2013, Appl. Math. Comput..

Identifying and Modeling Delay Feedback Systems.

Holger Kantz, Rainer Hegger, Martin J. Bunner, 1998, chao-dyn/9907019.

Extreme events in surface wind: Predicting turbulent gusts

Holger Kantz, Nikolay K. Vitanov, Detlef Holstein, 2004 .

Evolution and Transformation of Scientific Knowledge over the Sphaera Corpus: A Network Study pdf

Matteo Valleriani, Holger Kantz, Maryam Zamani, 2020, ArXiv.

Data-Driven Model of the Power-Grid Frequency Dynamics

Christian Beck, Holger Kantz, Dirk Witthaut, 2020, IEEE Access.

Predictability of Music Descriptor Time Series and its Application to Cover Song Detection

Xavier Serra, Joan Serrà, Holger Kantz, 2012, IEEE Transactions on Audio, Speech, and Language Processing.

Optimal Extraction of Collective Oscillations from Unreliable Measurements.

Holger Kantz, Justus T C Schwabedal, 2016, Physical review letters.

Genetic distance in sequence space of evolving populations

Holger Kantz, Elisangela Ferretti Manffra, Mario Ragwitz, 2003, Complex..

Analyzing time-delay feedback systems

Antonio Politi, Holger Kantz, Riccardo Meucci, 2001 .

Robustness versus Sensitivity – Can Biological Systems Behave Chaotically?

Holger Kantz, 2003 .

Human ECG: nonlinear deterministic versus stochastic aspects

Holger Kantz, Thomas Schreiber, H. Kantz, 1998, chao-dyn/9807002.

Observing and Predicting Chaotic Signals: Is 2% Noise Too Much?

Holger Kantz, Thomas Schreiber, H. Kantz, 1996 .

Prediction of extreme events in the OFC model on a small world network

Holger Kantz, Filippo Caruso, H. Kantz, 2010, 1004.4774.

An engineering approach towards hard real-time system design

Gerhard Fohler, Hermann Kopetz, Holger Kantz, 1991 .

Time series analysis in reconstructed phase spaces

Holger Kantz, 2003, EUSFLAT Conf..

Improvement of speech recognition by nonlinear noise reduction.

Holger Kantz, Krzysztof Urbanowicz, 2007, Chaos.

Predicting Probability for Stochastic Processes with Local Markov Property

Holger Kantz, Nikolay K. Vitanov, Detlef Holstein, 2005 .

Nonlinear Time Series Analysis: Preface to the second edition

Holger Kantz, Thomas Schreiber, 2003 .

Method and apparatus for processing and predicting turbulent flow parameters media

Holger Kantz, Mario Ragwitz, 2000 .

An extended transfer operator approach to identify separatrices in open flows.

Holger Kantz, Benedict Lünsmann, Benedict J Lünsmann, 2018, Chaos.

Data-driven prediction and prevention of extreme events in a spatially extended excitable system.

Holger Kantz, Gerrit Ansmann, Stephan Bialonski, 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

Practical implementation of nonlinear time series methods: The TISEAN package.

Holger Kantz, Rainer Hegger, Thomas Schreiber, 1998, Chaos.

Early warning signal for interior crises in excitable systems.

Holger Kantz, Stephan Bialonski, Rajat Karnatak, 2017, Physical review. E.

Nonlinear Time Series Analysis

Holger Kantz, Thomas Schreiber, H. Kantz, 2005 .

Effective deterministic models for chaotic dynamics perturbed by noise

Holger Kantz, Lars Jaeger, 1997 .

Scale-dependent Error Growths in Multi-hierarchical Systems

Holger Kantz, Jonathan Brisch, 2019 .

Modified method of simplest equation and its application to nonlinear PDEs

Holger Kantz, Nikolay K. Vitanov, Zlatinka I. Dimitrova, 2010, Appl. Math. Comput..

Reactions to extreme events: Moving threshold model

Holger Kantz, Eduardo G. Altmann, Sarah Hallerberg, 2006 .

Nonlinear Analysis of Physiological Data

Jürgen Kurths, Holger Kantz, Gottfried Mayer-Kress, 2011 .

Reconstruction of systems with delayed feedback: II. Application

Antonio Politi, Holger Kantz, Riccardo Meucci, 1999, chao-dyn/9912006.

Stochastic properties of the frequency dynamics in real and synthetic power grids

Holger Kantz, Dirk Witthaut, Marc Timme, 2020 .

Nonlinear Time Series Analysis: References

Holger Kantz, Thomas Schreiber, 2003 .

Model-based cover song detection via threshold autoregressive forecasts

Joan Serrà, Holger Kantz, Ralph G. Andrzejak, 2010, MML '10.

Skill of Data-based Predictions versus Dynamical Models: A Case Study on Extreme Temperature Anomalies

Stefan Siegert, Holger Kantz, Jochen Broecker, 2015 .

On the Motion of Substance in a Channel of a Network: Extended Model and New Classes of Probability Distributions

Holger Kantz, Kaloyan N. Vitanov, Nikolay K Vitanov, 2020, Entropy.

Nonlinear Noise Reduction

Holger Kantz, Thomas Schreiber, Rainer Hegger, 2002 .

Stochastic dynamics and the predictability of big hits in online videos.

Holger Kantz, Eduardo G Altmann, José M Miotto, 2016, Physical review. E.

Leveraging large-deviation statistics to decipher the stochastic properties of measured trajectories

Holger Kantz, Aleksei V. Chechkin, Grzegorz Sikora, 2020, New Journal of Physics.

Dynamics and Statistics of Extreme Events

Holger Kantz, H. Kantz, 2010, Network Science.

Phase Space Reconstruction and Nonlinear Predictions for Stationary and nonstationary Markovian Processes

Holger Kantz, Mario Ragwitz, H. Kantz, 2004, Int. J. Bifurc. Chaos.

Prediction of Extreme Events

Holger Kantz, Jochen Bröcker, Sarah Hallerberg, 2008 .

Extreme events in nature: A challenge for the understanding of complex dynamics

Holger Kantz, H. Kantz, 2006 .

Data-Driven Interaction Analysis of Line Failure Cascading in Power Grid Networks pdf

Holger Kantz, Abdorasoul Ghasemi, H. Kantz, 2021, Chaos.

Hurricane Simulation and Nonstationary Extremal Analysis for a Changing Climate

Holger Kantz, Matthew Nicol, Meagan Carney, 2021 .

Anomalous diffusion in the citation time series of scientific publications

Holger Kantz, Maryam Zamani, Tamas Vicsek, 2021, Journal of Physics: Complexity.

Extreme events due to localization of energy.

Holger Kantz, Stephan Bialonski, Colm Mulhern, 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

Predicting extreme avalanches in self-organized critical sandpiles.

Holger Kantz, Sarah Hallerberg, H. Kantz, 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

The fluctuation function of the detrended fluctuation analysis — investigation on the AR(1) process

Holger Kantz, H. Kantz, Marc Höll, 2015 .

Long-range correlations and rare events in boundary layer wind fields

Holger Kantz, M. S. Santhanam, H. Kantz, 2005 .

Some considerations on Poincaré maps for chaotic flows

Wolfram Just, Holger Kantz, H. Kantz, 2000 .

Unexpected robustness against noise of a class of nonhyperbolic chaotic attractors.

Awadhesh Prasad, Ying-Cheng Lai, Celso Grebogi, 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

Nonlinear Time Series Analysis: Using the TISEAN programs

Holger Kantz, Thomas Schreiber, 2003 .

Probabilistic properties of detrended fluctuation analysis for Gaussian processes.

Holger Kantz, Agnieszka Wyłomańska, Grzegorz Sikora, 2018, Physical review. E.

Unbiased reconstruction of the dynamics underlying a noisy chaotic time series.

Holger Kantz, Lars Jaeger, H. Kantz, 1996, Chaos.

Finite-size effects on the statistics of extreme events in the BTW model

Holger Kantz, H. Kantz, Anja Garber, 2009 .

Enlarged scaling ranges for the KS-entropy and the information dimension.

Holger Kantz, Thomas Schurmann, 1996, Chaos.

Dynamical systems with time scale separation: averaging, stochastic modelling, and central limit theorems

Holger Kantz, Christian Beck, Christian Rödenbeck, 2001 .

Long-term correlations and multifractality in surface wind speed

Holger Kantz, R. B. Govindan, H. Kantz, 2004 .

Internal Arnold diffusion and chaos thresholds in coupled symplectic maps

Holger Kantz, P Grassberger, P. Grassberger, 1988 .

Detecting non-linear structure and predicting turbulent gusts in surface wind velocities

Mario Ragwitz, Holger Kantz, H. Kantz, 2000 .

Anti-deterministic behaviour of discrete systems that are less predictable than noise

Holger Kantz, Janusz A. Holyst, Krzysztof Urbanowicz, 2005 .

Usage of the Mori-Zwanzig method in time series analysis.

Eckehard Olbrich, Holger Kantz, Markus Niemann, 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

Finite Element Analysis of Sheet Metal Forming by Spinning (7th ICTP小特集号) -- (Outstanding Papers and Presentations)

Werner Homberg, Holger Kantz, Christian Klimmek, 2003 .

On a forest fire model with supposed self-organized criticality

Holger Kantz, Peter Grassberger, P. Grassberger, 1991 .

The problem of spurious Lyapunov exponents in time series analysis and its solution by covariant Lyapunov vectors

Holger Kantz, Günter Radons, Hong-liu Yang, 2013 .

Scalar observations from a class of high-dimensional chaotic systems: Limitations of the time delay embedding.

Eckehard Olbrich, Holger Kantz, E. Olbrich, 1997, Chaos.

Noise in chaotic data: Diagnosis and treatment.

Holger Kantz, Thomas Schreiber, H. Kantz, 1995, Chaos.

Coarse grained dynamical entropies: Investigation of high-entropic dynamical systems

Eckehard Olbrich, Holger Kantz, E. Olbrich, 2000 .

Thermodynamic cost of measurements.

Holger Kantz, Léo Granger, 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

The concept of exchangeability in ensemble forecasting

Holger Kantz, Jochen Bröcker, H. Kantz, 2011 .

Confidence intervals for time averages in the presence of long‐range correlations, a case study on Earth surface temperature anomalies

Holger Kantz, Mozhdeh Massah, H. Kantz, 2016 .

Dynamical Interpretation of Extreme Events: Predictability and Predictions

Holger Kantz, Eduardo G. Altmann, Detlef Holstein, 2006 .

Generalized Langevin equation with tempered memory kernel

Holger Kantz, Trifce Sandev, Andre Liemert, 2017 .

Markov models from data by simple nonlinear time series predictors in delay embedding spaces.

Mario Ragwitz, Holger Kantz, H. Kantz, 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

Inferring chaotic dynamics from time-series: On which length scale determinism becomes visible

Eckehard Olbrich, Holger Kantz, E. Olbrich, 1997 .

Repellers, semi-attractors, and long-lived chaotic transients

Holger Kantz, Peter Grassberger, P. Grassberger, 1985 .

The emergence of epistemic communities in the ‘Sphaera’ corpus : mechanisms of knowledge evolution

Matteo Valleriani, Holger Kantz, Maryam Zamani, 2019 .

Detrended fluctuation analysis and the difference between external drifts and intrinsic diffusionlike nonstationarity.

Holger Kantz, Marc Höll, Yu Zhou, 2016, Physical review. E.

How does the quality of a prediction depend on the magnitude of the events under study

Holger Kantz, Sarah Hallerberg, H. Kantz, 2008 .

The relationship between the detrendend fluctuation analysis and the autocorrelation function of a signal

Holger Kantz, H. Kantz, Marc Höll, 2015 .

Precursors of extreme increments.

Holger Kantz, Detlef Holstein, Eduardo G Altmann, 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

Analysing local observations of weakly coupled maps

Eckehard Olbrich, Holger Kantz, Rainer Hegger, 1998 .

Inferring characteristic timescales from the effect of autoregressive dynamics on detrended fluctuation analysis

Holger Kantz, H. Kantz, Philipp G. Meyer, 2019, New Journal of Physics.

Dynamical properties of a ferroelectric capacitor observed through nonlinear time series analysis.

Holger Kantz, Ralf-Peter Kapsch, Martin Diestelhorst, 1998, Chaos.

Fluctuations of 1/f noise and the low-frequency cutoff paradox.

Holger Kantz, Eli Barkai, Markus Niemann, 2012, Physical review letters.

Nonlinear projective filtering I: Background in chaos theory

Holger Kantz, Thomas Schreiber, H. Kantz, 1998, chao-dyn/9805024.

Erratum: Influence of the event magnitude on the predictability of an extreme event [Phys. Rev. E 77, 011108 (2008)]

Holger Kantz, S. Hallerberg, 2008 .

FITTING PARTIAL DIFFERENTIAL EQUATIONS TO SPACE-TIME DYNAMICS

Holger Kantz, Markus Bär, Rainer Hegger, 1999 .

Complex dynamics in simple systems with periodic parameter oscillations.

Holger Kantz, Eduardo Ramos, Raúl Rechtman, 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

Nonlinear Time Series Analysis: Non-stationary signals

Holger Kantz, Thomas Schreiber, 2003 .

Return interval distribution of extreme events and long-term memory.

Holger Kantz, M. S. Santhanam, M S Santhanam, 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

Multistability of synthetic genetic networks with repressive cell-to-cell communication.

Jürgen Kurths, Holger Kantz, Aneta Koseska, 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

Elimination of Fast Chaotic Degrees of Freedom: On the Accuracy of the Born Approximation

Wolfram Just, Holger Kantz, Katrin Gelfert, 2003 .

Extreme Events: Magic, Mysteries, and Challenges

Sergio Albeverio, Holger Kantz, H. Kantz, 2006 .

Rank Histograms of Stratified Monte Carlo Ensembles

Stefan Siegert, Holger Kantz, Jochen Bröcker, 2012 .

On the trap of extinction and its elimination

Holger Kantz, Nikolay K. Vitanov, Zlatinka I. Dimitrova, 2006 .

Robust regional clustering and modeling of nonstationary summer temperature extremes across Germany

Holger Kantz, Meagan Carney, H. Kantz, 2020, Advances in Statistical Climatology, Meteorology and Oceanography.

Nonlinear Time Series Analysis: Introduction: why nonlinear methods?

Holger Kantz, Thomas Schreiber, 2003 .

Distributed-order diffusion equations and multifractality: Models and solutions.

Holger Kantz, Ralf Metzler, Trifce Sandev, 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

Effective dynamics in Hamiltonian systems with mixed phase space.

Adilson E Motter, Celso Grebogi, Holger Kantz, 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.