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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)

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|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

1 joint publications

T Schnake

1 joint publications

J Kurths

1 joint publications

Paul Schultz

1 joint publications

Patrycja Jaros

1 joint publications

Tomasz Kapitaniak

1 joint publications

K Hauke Kraemer

Frequent Collaborators

2 joint publications

Christian Nauck

2 joint publications

Mehrnaz Anvari

2 joint publications

Anton Plietzsch

1 joint publications

H Raum

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