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Sheharyar AkhtarDecoding Chaos: Attractor Reconstruction and the Butterfly EffectExplore the intricacies of chaos theory and attractor reconstruction, revealing how these methods decode dynamic systems and their…Aug 26Aug 26
Tiago Toledo Jr.inTowards Data ScienceTime series forecasting with dynamical systems methodsHow one can use dynamical systems to forecast time series data with standard classical machine learning algorithmsFeb 1, 20224Feb 1, 20224
Shubham GoswamiinLevel Up CodingExploring the Limitations of Dynamic Mode Decomposition (DMD)Dynamic Mode Decomposition (DMD) has revolutionized the analysis of complex systems. However, its capabilities have boundaries. This…3d ago
Shuai GuoinTowards Data SciencePhysics-Informed Neural Networks: An Application-Centric GuideA comprehensive overview of PINN’s real-world success storiesFeb 97
Shuai GuoinTowards Data ScienceModeling Dynamical Systems With Neural ODE: A Hands-on GuideConcepts, case studies, step-by-step implementationsJan 121
Sheharyar AkhtarDecoding Chaos: Attractor Reconstruction and the Butterfly EffectExplore the intricacies of chaos theory and attractor reconstruction, revealing how these methods decode dynamic systems and their…Aug 26
Tiago Toledo Jr.inTowards Data ScienceTime series forecasting with dynamical systems methodsHow one can use dynamical systems to forecast time series data with standard classical machine learning algorithmsFeb 1, 20224
Research FeaturesCrowd control and social dynamics — which way out?Crowd management is key to evacuation safety. Evacuation simulation programmes often lack experimental verification due to the inadequacy…Aug 23
BENSALEM Mohamed AbderrahmaneDynamical systems : the discrete, the continuous, the linear and non linear.Imagine a ball falling down in the air , the ball is at a given distance from the ground , it’s speed is naturally increasing and we have…Dec 6, 2023
Loaded DiceNew, clear explosive argumentsWhen you wave at crowd of absent friends and supporters on the road to cathedra, this wave has most chances to transform into solitary…Jun 29