Unverified Commit fc47ce1b authored by Stephan Rave's avatar Stephan Rave Committed by René Fritze
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[release_notes] merge ANN sections

parent ca1ed76e
......@@ -28,7 +28,7 @@ FFT-accelerated matrix-vector multiplication routines that work on the Markov pa
Structure-preserving model reduction for symplectic systems
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
With `[#1621] <https://github.com/pymor/pymor/pull/1621>`_,
With `[#1621] <https://github.com/pymor/pymor/pull/1621>`_
pyMOR now allows to formulate a quadratic Hamiltonian system as full-order model.
Moreover, pyMOR implements multiple structure-preserving basis generation techniques
`[#1600] <https://github.com/pymor/pymor/pull/1600>`_.
......@@ -48,9 +48,6 @@ including support for learning rate schedulers, input and output scaling,
regularization of weights and biases, a weighted MSE loss and logging of current
losses have been added to improve the training of neural networks. These additions
make the training process more flexible and all components can be combined as required.
Purely data-driven usage of neural network based reductors
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
If no full-order model is available but only snapshot data, it is now also possible to
use the neural network based reductors in a data-driven way.
In `[#1679] <https://github.com/pymor/pymor/pull/1679>`_, the reductors have been
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