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07/28/2020
Efficient MPC for parabolic PDEs with goal oriented error estimation
We show how a posteriori goal oriented error estimation can be used to e...
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05/18/2020
Computing Lyapunov functions using deep neural networks
We propose a deep neural network architecture and a training algorithm f...
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01/23/2020
Overcoming the curse of dimensionality for approximating Lyapunov functions with deep neural networks under a small-gain condition
We propose a deep neural network architecture for storing approximate Ly...
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05/17/2011