Early Warning Signals in Phase Space: Geometric Resilience Loss Indicators From Multiplex Cumulative Recurrence Networks
Using a well-known data set (Wichers & Groot), I show rec nets don't require data aggregation & can be used in real-time
Studying the effect of direction and strength of magnetic field on fluidization of nanoparticles by recurrence analysis https://doi.org/10.1016/j.apt.2022.103561
Multiscale Laplacian graph kernel features combined with tree deep convolutional neural network for the detection of ECG arrhythmia https://doi.org/10.1016/j.bspc.2022.103639
First pure NODDS Lab publication on “Transformation cost spectrum for irregularly sampled time series” is available! We propose an alternative method to interpolation to regularize time series with less damage.
#recurrence_plot in Wolfram demonstrations project:
The next CTCS seminar will feature Prof. Katharina Krischer of @TU_Muenchen@twitter.com who will discuss the cascade from synchronization to turbulence in network of oscillators. Hope to see you on 28 March. Register at: http://ctcs-iitm.com.
This month's CTCS lecture will be delivered by Dr. Louis Pecora of @USNRL@twitter.com on 28 February. Dr. Pecora will discuss the use of reservoir computing for predicting the evolution of dynamical systems. You can register for free at: https://ctcs-iitm.com/blog/. See you all there!
oh, the y-axis is broken. no idea why. here the correct one:
I’m surprised that a default implementation Python has the slowest performance compared to MATLAB, R, or Julia (calculating #recurrence_plot and #recurrence_quantification_analysis) in contrast @email@example.com #pyunicorn is incredibly fast.
applying alternative recurrence based phase sync measure (using Hellinger distance)
Our #recurrence_plot based study on synchronization of weakly coupled bursting neurons under external electrical low frequent fields finally published https://www.mdpi.com/1099-4300/24/2/235 https://doi.org/10.3390/e24020235 @Entropy_MDPI@twitter.com
Recurrence analysis of friction based dry-couplant ultrasonic Lamb waves in plate-like structures
Fast reconstruction of an original continuous series from a recurrence plot https://aip.scitation.org/doi/10.1063/5.0073899
Also shortly discussing the potential of recurrence plot based methods for seasonality analysis. https://doi.org/10.1016/j.earscirev.2021.103843
Our review on (palaeo)climate seasonality now published: https://doi.org/10.1016/j.earscirev.2021.103843
Recurrence plots and recurrence quantification analysis
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