We have tried to understand how we can get maximum from resources with low quality and try to implement different time series prediction models. In This work we have used LSTM and Transformer(with ...

Edward Norton Lorenz, is a system that exhibits continuous-time chaos and is described by three coupled, ordinary differential equations. So, the circuit is an analog solution to the system of ...

Dynamical systems are mathematical models that describe how points in a given space evolve over time according to ... have identified new types of Lorenz-like attractors, termed "conjoined Lorenz ...

This repository contains the code and results of a series of experiments investigating the performance of reservoir computing models for predicting chaotic time series. The experiments focus on ...