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pvlachas
RNN-RC-Chaos pvlachas
35
87
unknown
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RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
rc esn rnn chaos rnn-gru rnn-lstm lorenz-3d lorenz-96 forecasting rnn-tensorflow backpropagation reservoir-computer echo-state-networks reservoir-computing kuramoto-sivashinsky recurrent-neural-networks
Created 2020-02-22
26 commits to master branch, last one 3 years ago
pvlachas
RNN-Lyapunov-Spectrum pvlachas
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unknown
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A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
rnn-gru rnn-pytorch lyapunov-spectrum lyapunov-exponents
Created 2020-04-24
24 commits to master branch, last one 3 years ago