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project for my essay on how to use neural networks to linearise nonlinear dynamical systems

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Lusch_Autoencoder.ipynb

Lusch_Autoencoder.ipynb

 
 

Lusch_Autoencoder_linearity_loss.ipynb

Lusch_Autoencoder_linearity_loss.ipynb

 
 

Lusch_Autoencoder_linearity_loss_aux_network.ipynb

Lusch_Autoencoder_linearity_loss_aux_network.ipynb

 
 

Neural_Networks_to_Linearise_Nonlinear_Dynamics-5.pdf

Neural_Networks_to_Linearise_Nonlinear_Dynamics-5.pdf

 
 

simulate_pendulum.ipynb

simulate_pendulum.ipynb

 
 

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project for my essay on how to use neural networks to linearise nonlinear dynamical systems

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machine-learning neural-network autoencoder dynamical-systems koopman-operators
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