New Python library speeds up recurrence microstates analysis, a fast complementary approach to #recurrence_quantification_analysis and #recurrence_plot analysis – cutting computation time substantially and enabling energy-efficient, large-scale time series analysis. link.springer.com/article/10.1...
An optimized Python library for analyzing dynamical systems with recurrence microstates - The European Physical Journal Special Topics
Recurrence analysis techniques based on recurrence plots (RPs) have become a standard tool for the study of dynamical systems, offering means to quantify nonlinear characteristics from time series and...
link.springer.com
July 23, 2026 at 3:53 PM
New Python library speeds up recurrence microstates analysis, a fast complementary approach to #recurrence_quantification_analysis and #recurrence_plot analysis – cutting computation time substantially and enabling energy-efficient, large-scale time series analysis. link.springer.com/article/10.1...
Which journals publish studies using #recurrence_plot or #recurrence_quantification_analysis ? Animation shows how it evolved since the beginning in 1987.
files.mastodon.social/media_attach...
files.mastodon.social/media_attach...
files.mastodon.social
January 19, 2024 at 9:25 AM
Which journals publish studies using #recurrence_plot or #recurrence_quantification_analysis ? Animation shows how it evolved since the beginning in 1987.
files.mastodon.social/media_attach...
files.mastodon.social/media_attach...
Researchers find that #recurrence_quantification_analysis separates stable from unstable periods in 100 crypto assets, uncovers hidden nonlinearities and works on FinTech indices – offering investors and regulators a clear risk gauge.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Nonlinear dynamics in cryptocurrency markets: a recurrence quantification analysis approach - Financial Innovation
This paper introduces Recurrence Quantification Analysis (RQA) as a robust, interpretable framework to evaluate the dynamic behavior of cryptocurrency markets. Using optimized recurrence plot threshol...
link.springer.com
July 15, 2026 at 12:55 PM
Researchers find that #recurrence_quantification_analysis separates stable from unstable periods in 100 crypto assets, uncovers hidden nonlinearities and works on FinTech indices – offering investors and regulators a clear risk gauge.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Do you need a really fast #recurrence_quantification_analysis? You might want to check out accRQA, the fastest library as far as I know. I'm happy to be part of this exciting endeavour! Just published: link.springer.com/article/10.1...
AccRQA library: accelerating recurrence quantification analysis - The European Physical Journal Special Topics
Recurrence quantification analysis is a powerful tool for identifying and quantifying patterns in dynamical systems, widely used across many disciplines. The rapid growth of data in these fields deman...
link.springer.com
July 2, 2026 at 3:51 PM
Do you need a really fast #recurrence_quantification_analysis? You might want to check out accRQA, the fastest library as far as I know. I'm happy to be part of this exciting endeavour! Just published: link.springer.com/article/10.1...
Expert Tetris players' eyelid dynamics analyzed via #recurrence_quantification_analysis of Eye Aspect Ratio; RQA measures correlated directly with game actions and performance.
ieeexplore.ieee.org/document/111...
ieeexplore.ieee.org/document/111...
Investigating Complex Dynamics in Eye-Aspect-Ratio of Expert Tetris Players Using Recurrence Quantification Analysis
Expert video game players exhibit unique behaviors compared to their less experienced counterparts. Such behaviours may also influence physiological aspects such as blinks and eyelid movements. In thi...
ieeexplore.ieee.org
May 16, 2026 at 2:44 PM
Expert Tetris players' eyelid dynamics analyzed via #recurrence_quantification_analysis of Eye Aspect Ratio; RQA measures correlated directly with game actions and performance.
ieeexplore.ieee.org/document/111...
ieeexplore.ieee.org/document/111...
Application of #Recurrence_Quantification_Analysis and Gaussian Mixture Model to Diagnosis Robotic Grinding Process Condition dx.doi.org/10.1007/s125...
Application of Recurrence Quantification Analysis and Gaussian Mixture Model to Diagnosis Robotic Grinding Process Condition - International Journal of Precision Engineering and Manufacturing
High-cost equipment demands the identification of malfunction signals and the time required for preventive maintenance on production lines more accurately to maintain production quality and performanc...
dx.doi.org
April 23, 2025 at 7:48 PM
Application of #Recurrence_Quantification_Analysis and Gaussian Mixture Model to Diagnosis Robotic Grinding Process Condition dx.doi.org/10.1007/s125...
Study reveals thermokinetic coupling hierarchy in the solar wind: multifractal cross-correlation and joint #recurrence_quantification_analysis show proton temperature–speed pairs have the strongest synchronization, with speed as the information sink.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Scale-dependent coupling and directional causality in solar–wind dynamics - The European Physical Journal Plus
This study investigates scale–dependent coupling and directional causality among solar–wind proton density, temperature, and speed using cross–multifractal and nonlinear dynamical analyses. The multif...
link.springer.com
August 23, 2026 at 10:10 PM
Study reveals thermokinetic coupling hierarchy in the solar wind: multifractal cross-correlation and joint #recurrence_quantification_analysis show proton temperature–speed pairs have the strongest synchronization, with speed as the information sink.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
New symbolic-combinatorics framework enables exact-probability inference on small datasets in #recurrence_quantification_analysis – detecting significant motifs across noisy periodic signals, AR processes, and chaotic systems.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Combinatorial time-loops: probabilistic inference on time-series based on recurrence analysis with symbolic methods - The European Physical Journal Special Topics
Recurrence quantification analysis (RQA) is inspired by Poincaré’s early studies and describes non-linear characteristics of dynamical systems. It achieves this by identifying similarities between sta...
link.springer.com
July 17, 2026 at 10:45 AM
New symbolic-combinatorics framework enables exact-probability inference on small datasets in #recurrence_quantification_analysis – detecting significant motifs across noisy periodic signals, AR processes, and chaotic systems.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Non-destructive characterization of dislocation density in annealed pure iron using nonlinear ultrasonic combined with #recurrence_quantification_analysis
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Non-destructive characterization of dislocation density in annealed pure iron using nonlinear ultrasonic combined with recurrence quantification analysis - Journal of Materials Science
To achieve a non-destructive, high-sensitivity, and in situ characterization of the dislocation density in metals, an integrated strategy is proposed based on nonlinear ultrasonic (NLU) and recurrence...
link.springer.com
April 30, 2024 at 9:12 AM
Non-destructive characterization of dislocation density in annealed pure iron using nonlinear ultrasonic combined with #recurrence_quantification_analysis
link.springer.com/article/10.1...
link.springer.com/article/10.1...
In a comparison using #recurrence_quantification_analysis, professional darbuka players showcase superior bimanual finger coordination differing from their amateur counterparts doi.org/10.1007/s002...
Bimanual finger coordination in professional and amateur darbuka players - Experimental Brain Resear...
Professional hand percussionists who play the darbuka (a drum from the Middle East) show fast and stable bimanual finger coordination compared to amateur players. A cross-recurrence quantification ana...
doi.org
November 22, 2023 at 10:11 AM
In a comparison using #recurrence_quantification_analysis, professional darbuka players showcase superior bimanual finger coordination differing from their amateur counterparts doi.org/10.1007/s002...
A new study using #recurrence_quantification_analysis to investigate chaotic trajectories in mixed phase spaces of magnetically confined plasma, aiming to deepen our understanding of confined plasma behavior and plasma-wall interactions in tokamaks.
doi.org/10.1016/j.fp...
doi.org/10.1016/j.fp...
Confining and escaping magnetic field lines in tokamaks: Analysis via symplectic maps
In magnetically confined plasma, it is possible to qualitatively describe the magnetic field configuration via phase spaces of suitable symplectic map…
www.sciencedirect.com
November 22, 2023 at 10:18 AM
A new study using #recurrence_quantification_analysis to investigate chaotic trajectories in mixed phase spaces of magnetically confined plasma, aiming to deepen our understanding of confined plasma behavior and plasma-wall interactions in tokamaks.
doi.org/10.1016/j.fp...
doi.org/10.1016/j.fp...
Simplified Chialvo neuron map model eases FPGA implementation for neuromorphic hardware – #recurrence_quantification_analysis confirms it preserves the original's neural dynamic diversity.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Neural dynamic diversity assessment via recurrence quantification analysis in a hardware-efficient FPGA implementation of the Chialvo neuron map - Journal of Computational Electronics
The discrete neuron map models require no discretization process, and they provide favorable design for digital equipment-based neuromorphic systems compared to their continuous counterparts. However,...
link.springer.com
September 9, 2026 at 6:36 AM
Simplified Chialvo neuron map model eases FPGA implementation for neuromorphic hardware – #recurrence_quantification_analysis confirms it preserves the original's neural dynamic diversity.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
New research quantifies mutual hesitation in pedestrian collision avoidance with cross- #recurrence_quantification_analysis – smaller head-angle differences shortly before avoidance onset predict more mutual hesitation between walkers.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Quantifying mutual hesitation and identifying kinematic predictors in near-collision avoidance in walking - Scientific Reports
Scientific Reports - Quantifying mutual hesitation and identifying kinematic predictors in near-collision avoidance in walking
www.nature.com
September 1, 2026 at 1:14 PM
New research quantifies mutual hesitation in pedestrian collision avoidance with cross- #recurrence_quantification_analysis – smaller head-angle differences shortly before avoidance onset predict more mutual hesitation between walkers.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Study finds touch and visual contact both reduce postural sway during quiet standing, but shape sway dynamics differently – #recurrence_quantification_analysis shows touch alters recurrence and scaling more, while visual coupling mainly affects longer-timescales.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Role of interpersonal tactile and visual interaction in modulating postural sway and enhancing stability - Scientific Reports
Scientific Reports - Role of interpersonal tactile and visual interaction in modulating postural sway and enhancing stability
www.nature.com
August 29, 2026 at 9:47 AM
Study finds touch and visual contact both reduce postural sway during quiet standing, but shape sway dynamics differently – #recurrence_quantification_analysis shows touch alters recurrence and scaling more, while visual coupling mainly affects longer-timescales.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
AccRQA: a new high-performance #recurrence_quantification_analysis library (Python/R/C++) with OpenMP + GPU support, delivering 6–10× speed-ups over existing RQA packages while scaling to long time series across CPUs and HPC/GPU environments.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
AccRQA library: accelerating recurrence quantification analysis - The European Physical Journal Special Topics
Recurrence quantification analysis is a powerful tool for identifying and quantifying patterns in dynamical systems, widely used across many disciplines. The rapid growth of data in these fields deman...
link.springer.com
July 20, 2026 at 10:14 AM
AccRQA: a new high-performance #recurrence_quantification_analysis library (Python/R/C++) with OpenMP + GPU support, delivering 6–10× speed-ups over existing RQA packages while scaling to long time series across CPUs and HPC/GPU environments.
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Elite wrestlers show more consistent yet more complex neuromuscular patterns than sub-elite ones — study uses #recurrence_quantification_analysis of EMG signals during a tie-up drill to reveal expertise-related motor dynamics.
jrsr.sums.ac.ir/article_5155...
jrsr.sums.ac.ir/article_5155...
jrsr.sums.ac.ir
July 10, 2026 at 10:01 PM
Elite wrestlers show more consistent yet more complex neuromuscular patterns than sub-elite ones — study uses #recurrence_quantification_analysis of EMG signals during a tie-up drill to reveal expertise-related motor dynamics.
jrsr.sums.ac.ir/article_5155...
jrsr.sums.ac.ir/article_5155...
Electric Parking Brake faults were diagnosed via #recurrence_quantification_analysis of vibration signals "The proposed method allows efficient fault detection without disassembling the EPB unit, thus reducing remanufacturing costs and downtime". #recurrence_plot link.springer.com/article/10.1...
Non-destructive diagnostics of electric parking brake modules using recurrence analysis of piezoelectric sensor data - The European Physical Journal Special Topics
This paper presents a non-invasive diagnostic approach for Electric Parking Brake (EPB) modules based on recurrence quantification analysis (RQA) of piezoelectric vibration data. Vibration signals wer...
link.springer.com
July 2, 2026 at 1:31 PM
Electric Parking Brake faults were diagnosed via #recurrence_quantification_analysis of vibration signals "The proposed method allows efficient fault detection without disassembling the EPB unit, thus reducing remanufacturing costs and downtime". #recurrence_plot link.springer.com/article/10.1...
Honeybees whisper secrets in sound waves. #recurrence_quantification_analysis ( #recurrence_plot ) uncovers statistically significant wing-beat dynamics – key for solitary bee ecosystem studies!
www.acoustics.asn.au/conference_p...
www.acoustics.asn.au/conference_p...
www.acoustics.asn.au
June 2, 2026 at 8:46 AM
Honeybees whisper secrets in sound waves. #recurrence_quantification_analysis ( #recurrence_plot ) uncovers statistically significant wing-beat dynamics – key for solitary bee ecosystem studies!
www.acoustics.asn.au/conference_p...
www.acoustics.asn.au/conference_p...
Radio refractivity chaos analyzed via #recurrence_quantification_analysis; humid stations showed higher complexity than semi-arid ones, affecting microwave link predictability seasonally
www.sciencedirect.com/science/arti...
www.sciencedirect.com/science/arti...
Complex dynamics from radio refractivity gradients over West African sub-Saharan stations: an implication on microwave propagation links
This study examined the chaoticity and complex dynamics of the time series for radio refractivity gradient (RRG) over Akure, Enugu, Jos, Minna, and So…
www.sciencedirect.com
May 13, 2026 at 8:16 PM
Radio refractivity chaos analyzed via #recurrence_quantification_analysis; humid stations showed higher complexity than semi-arid ones, affecting microwave link predictability seasonally
www.sciencedirect.com/science/arti...
www.sciencedirect.com/science/arti...
Exoplanet habitability explored via #recurrence_quantification_analysis; complex climate feedback produced chaotic trajectories, potentially shrinking habitable zone boundaries #recurrence_plot
iopscience.iop.org/article/10.3...
iopscience.iop.org/article/10.3...
Not Earth-like yet Temperate? More Generic Climate Feedback Configurations Still Allow Temperate Climates in Habitable Zone Exo-Earth Candidates
Not Earth-like yet Temperate? More Generic Climate Feedback Configurations Still Allow Temperate Climates in Habitable Zone Exo-Earth Candidates, Langbert, Chaucer, Apai, Dániel
iopscience.iop.org
May 4, 2026 at 8:25 AM
Exoplanet habitability explored via #recurrence_quantification_analysis; complex climate feedback produced chaotic trajectories, potentially shrinking habitable zone boundaries #recurrence_plot
iopscience.iop.org/article/10.3...
iopscience.iop.org/article/10.3...
Unraveling chaotic motor patterns of elite and sub-elite wrestlers in snap-down technique using multidimensional #recurrence_quantification_analysis of muscle activity www.sciencedirect.com/science/arti...
Unraveling chaotic motor patterns of elite and sub-elite wrestlers in snap-down technique using multidimensional recurrence quantification analysis of muscle activity
Success in competitive sports depends on athletes' ability to consistently perform complex motor patterns, requiring both stability and adaptability. …
www.sciencedirect.com
August 5, 2025 at 8:13 PM
Unraveling chaotic motor patterns of elite and sub-elite wrestlers in snap-down technique using multidimensional #recurrence_quantification_analysis of muscle activity www.sciencedirect.com/science/arti...
#Recurrence_Quantification_Analysis Based Methodology in Automatic Aerobic Threshold Detection: Applicability and Accuracy across Age Groups, Exercise Protocols and Health Conditions doi.org/10.3390/app1...
Recurrence Quantification Analysis Based Methodology in Automatic Aerobic Threshold Detection: Applicability and Accuracy across Age Groups, Exercise Protocols and Health Conditions
A new method based on the Recurrence Quantification Analysis (RQA) of the heart rate (HR) offers an objective, efficient alternative to traditional methods for Aerobic Threshold (AerT) identification ...
doi.org
December 4, 2024 at 10:16 AM
#Recurrence_Quantification_Analysis Based Methodology in Automatic Aerobic Threshold Detection: Applicability and Accuracy across Age Groups, Exercise Protocols and Health Conditions doi.org/10.3390/app1...
Can #recurrence_quantification_analysis Be Useful in the Interpretation of Airborne Turbulence Measurements?
agupubs.onlinelibrary.wiley.com/doi/10.1029/...
agupubs.onlinelibrary.wiley.com/doi/10.1029/...
Can Recurrence Quantification Analysis Be Useful in the Interpretation of Airborne Turbulence Measurements?
<em>Geophysical Research Letters</em> is an AGU journal publishing high-impact, innovative articles on major advances spanning all of the major geoscience disciplines.
agupubs.onlinelibrary.wiley.com
May 8, 2024 at 10:56 AM
Can #recurrence_quantification_analysis Be Useful in the Interpretation of Airborne Turbulence Measurements?
agupubs.onlinelibrary.wiley.com/doi/10.1029/...
agupubs.onlinelibrary.wiley.com/doi/10.1029/...
Another work using #recurrence_quantification_analysis statistics for image feature extraction and classification:
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Recurrence quantification analysis statistics for image feature extraction and classification - Data-Enabled Discovery and Applications
Advances in computer vision technology have expanded the possibilities to facilitate complex task automation for integration into large-scale data processing solutions. Despite these advances, however...
link.springer.com
April 26, 2024 at 7:01 AM
Another work using #recurrence_quantification_analysis statistics for image feature extraction and classification:
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Multiscale Joint #Recurrence_Quantification_Analysis Integrating ECG Spatiotemporal and Dynamic Information for Cardiopathy Detection
doi.org/10.1109/TIM....
doi.org/10.1109/TIM....
Multiscale Joint Recurrence Quantification Analysis Integrating ECG Spatiotemporal and Dynamic Information for Cardiopathy Detection
Cardiovascular disease disturbs the structure and function of myocardial cells, altering the spatiotemporal and dynamic patterns of cardiac electrical activity. The conventional joint recurrence analy...
doi.org
April 24, 2024 at 7:37 AM
Multiscale Joint #Recurrence_Quantification_Analysis Integrating ECG Spatiotemporal and Dynamic Information for Cardiopathy Detection
doi.org/10.1109/TIM....
doi.org/10.1109/TIM....