critical-transitions

There are 1 repository under critical-transitions topic.

• ThomasMBury / ewstools

  Python package for early warning signals (EWS) of bifurcations in time series data.

  time-seriesforecastingearly-warning-signalsearly-warning-indicatorsbifurcationcritical-transitionsresilience-indicatorstipping-pointautocorrelationpower-spectrumbootstrappingcomplex-systemspythonipynbvisualization
  Language:Python 71

• ThomasMBury / deep-early-warnings-pnas

  Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)

  bifurcationcritical-transitionsdeep-learningdynamical-systemsearly-warning-signalsmachine-learning
  Language:Python 45

• JuliaDynamics / CriticalTransitions.jl

  A Julia package for critical transitions in dynamical systems with time-dependent forcing

  critical-transitionsdynamical-systemslarge-deviation-theorymodellingsimulationstochastic-differential-equationstipping-points
  Language:Julia 18

• JuliaDynamics / TransitionsInTimeseries.jl

  Transition Indicators / Early Warning Signals / Regime Shifts / Change Point Detection

  critical-transitionsearly-warning-signalsnonlinear-dynamicsnonlinear-timeseries-analysistipping-pointshacktoberfestchange-point-detectioncritical-slowing-downresilience-loss
  Language:Julia 18

• lw-kong / Reservoir_with_a_Parameter_Channel_PRR2021

  Codes of our publication: Kong, Ling-Wei, Hua-Wei Fan, Celso Grebogi, and Ying-Cheng Lai. "Machine learning prediction of critical transition and system collapse." Physical Review Research 3, no. 1 (2021): 013090.

  bifurcationscritical-transitionsnonlinear-dynamicsreservoirreservoir-computing
  Language:MATLAB 6

• huawenbo / GGOT

  GGOT: A Gaussian graphical optimal transport method to detecting disease tipping points

  complex-diseasescritical-transitionsgaussian-graphical-modeloptimal-transporttipping-points
  Language:Python 3

• daniele-proverbio / EwsSensitivityPerformance

  Assess sensitivity and performance of EWS for critical tansitions.

  critical-transitionsewstipping-point
  Language:Mathematica 0

• lebedevaale / early_warning_signals_CT

  Statistical and multifractal analysis of early warning signals in financial time series with hourly data in Python 3 for bachelor's diploma

  financemultifractal-analysisstatisticscritical-transitions
  Language:Jupyter Notebook 0

• lebedevaale / sand_piles

  Models of Bak-Tang-Wiesenfeld, Manna, Feders and stochastic Feders sand piles on cellular automaton and random graphs in Python 3

  critical-transitionsgraphsmultifractal-analysisstatisticscellular-automatonbarabasi-albert-modelerdos-renyi-modelchung-lu-model
  Language:Jupyter Notebook 0

• papadeiv / STEWS

  Suite of simulations of spatio-temporal early warning signals of stochastic and deterministic dynamical systems

  dynamical-systemsjuliabifurcationscritical-transitionsstochastic-processes
  Language:Julia 0