Frank Hellmann

7PUBLICATIONS
18CO-AUTHORS
Neural networksIntegrable systems (classical and quantum)Electrical energy generation (incl. renewables, excl. photovoltaics)Simulation, modelling, and programming of mechatronics systemsTime series and spatial modelling
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Publications (7)

|Nov 11, 2025
Explainable AI for analyzing the decision of GNNs at predicting dynamic stability of complex oscillator networks.

H Raum, T Schnake, F Hellmann

|May 13, 2025
Phase and gain stability for adaptive dynamical networks.

Nina Kastendiek, Jakob Niehues, Robin Delabays

|Oct 02, 2023
Toward dynamic stability assessment of power grid topologies using graph neural networks.

Christian Nauck, Michael Lindner, Konstantin Schürholt

|Aug 07, 2023
A framework for synthetic power system dynamics.

Anna Büttner, Anton Plietzsch, Mehrnaz Anvari

|Dec 01, 2022
Linear response theory for renewable fluctuations in power grids with transmission losses.

Anton Plietzsch, Sabine Auer, Jürgen Kurths

|Nov 24, 2022
Spike Spectra for Recurrences.

K Hauke Kraemer, Frank Hellmann, Mehrnaz Anvari

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Frequent Collaborators

2 joint publications

Christian Nauck

2 joint publications

Mehrnaz Anvari

2 joint publications

Anton Plietzsch

1 joint publications

H Raum