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Predicting basin stability of power grids using graph neural networks
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Creators
:
Nauck, Christian; Lindner, Michael; Schürholt, Konstantin; Zhang, Haoming ...
Dates
:
Submitted: 2021-12-16 | Accepted: 2022-02-16 | Published Online: 2022-02-16 | Finally published : 2022-04
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3, oa
Source Title
:
New Journal of Physics
Files
:
1 File
Locators
:
1 Locator
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
New Journal of Physics
Volume / Issue
:
24
Start / End Page
:
-
Sequence Number
:
043041
Source Publ. Info
:
-
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Released
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Predicting Dynamic Stability of Power Grids using Graph Neural Networks
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Creators
:
Nauck, Christian; Lindner, Michael; Schürholt, Konstantin; Zhang, Haoming ...
Dates
:
Finally published : 2021-08
Genre
:
Data Publication
Files
:
-
Locators
:
-
Publishing info
:
Geneva : CERN / Zenodo
Event Title
:
-
Source Genre
:
-
Source Title
:
-
Volume / Issue
:
-
Start / End Page
:
-
Sequence Number
:
-
Source Publ. Info
:
-
(
Released
)
Stability of synchrony against local intermittent fluctuations in tree-like powe...
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Creators
:
Auer, Sabine; Hellmann, Frank; Krause, M.; Kurths, Jürgen
Dates
:
Finally published : 2017
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3
Source Title
:
Chaos
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Chaos
Volume / Issue
:
27 (12)
Start / End Page
:
-
Sequence Number
:
127003
Source Publ. Info
:
-
(
Released
)
Linear response theory for renewable fluctuations in power grids with transmissi...
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Creators
:
Plietzsch, Anton; Auer, Sabine; Kurths, Jürgen; Hellmann, Frank
Dates
:
Published Online: 2022-11-04 | Finally published : 2022-11-04
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3
Source Title
:
Chaos
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Chaos
Volume / Issue
:
32 (11)
Start / End Page
:
-
Sequence Number
:
113114
Source Publ. Info
:
-
(
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)
Delay master stability of inertial oscillator networks
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Creators
:
Börner, Reyk; Schultz, Paul; Ünzelmann, Benjamin; Wang, Deli ...
Dates
:
Created: 2019-11-21 | Accepted: 2020-05-15 | Finally published : 2020
Genre
:
Journal Article
Source Genre
:
Journal, Scopus, oa
Source Title
:
Physical Review Research
Files
:
2 Files
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Physical Review Research
Volume / Issue
:
2
Start / End Page
:
-
Sequence Number
:
023409
Source Publ. Info
:
-
(
Released
)
Bounding the first exit from the basin: Independence times and finite-time basin...
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Creators
:
Schultz, Paul; Hellmann, Frank; Webster, Kevin; Kurths, Jürgen
Dates
:
Finally published : 2018
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3
Source Title
:
Chaos
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Chaos
Volume / Issue
:
28 (4)
Start / End Page
:
-
Sequence Number
:
043102
Source Publ. Info
:
-
(
Released
)
A multiplex, multi-timescale model approach for economic and frequency control i...
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Creators
:
Strenge, Lia; Schultz, Paul; Kurths, Jürgen; Raisch, J. ...
Dates
:
Accepted: 2020-03-27 | Finally published : 2020
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3
Source Title
:
Chaos
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Chaos
Volume / Issue
:
30 (3)
Start / End Page
:
-
Sequence Number
:
033138
Source Publ. Info
:
-
(
Released
)
Impact of network topology on the stability of DC microgrids
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Creators
:
Wienand, J. F.; Eidmann, D.; Kremers, J.; Heitzig, Jobst ...
Dates
:
Finally published : 2019
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3
Source Title
:
Chaos
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Chaos
Volume / Issue
:
29 (11)
Start / End Page
:
-
Sequence Number
:
113109
Source Publ. Info
:
-
(
Released
)
Abschlussbericht des Projekts 'Kollektive Nichtlineare Dynamik Komplexer Stromne...
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Creators
:
Kurths, Jürgen; Prietzel, H.; Auer, S.; Hellmann, Frank ...
Dates
:
Finally published : 2018
Genre
:
Report
Files
:
1 File
Locators
:
-
Publishing info
:
Potsdam : Potsdam-Institut für Klimafolgenforschung
Event Title
:
-
Source Genre
:
Series
Source Title
:
Abschlussbericht des Projekts 'Kollektive Nichtli...
Volume / Issue
:
-
Start / End Page
:
33
Sequence Number
:
-
Source Publ. Info
:
-
(
Released
)
Survivability of deterministic dynamical systems
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Creators
:
Hellmann, Frank; Schultz, Paul; Grabow, Carsten; Heitzig, Jobst ...
Dates
:
Finally published : 2016
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3, OA
Source Title
:
Scientific Reports
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Scientific Reports
Volume / Issue
:
6
Start / End Page
:
-
Sequence Number
:
29654
Source Publ. Info
:
-
(
Released
)
Network-induced multistability through lossy coupling and exotic solitary states
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Creators
:
Hellmann, Frank; Schultz, Paul; Jaros, P.; Levchenko, R. ...
Dates
:
Finally published : 2020
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3, oa
Source Title
:
Nature Communications
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Nature Communications
Volume / Issue
:
11
Start / End Page
:
-
Sequence Number
:
592
Source Publ. Info
:
-
(
Released
)
Monte Carlo basin bifurcation analysis
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Creators
:
Gelbrecht, Maximilian; Kurths, Jürgen; Hellmann, Frank
Dates
:
Finally published : 2020
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3, oa
Source Title
:
New Journal of Physics
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
New Journal of Physics
Volume / Issue
:
22
Start / End Page
:
-
Sequence Number
:
033032
Source Publ. Info
:
-
(
Released
)
Increasing the resilience of the Texas power grid against extreme storms by hard...
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Creators
:
Stürmer, Julian; Plietzsch, Anton; Vogt, Thomas; Hellmann, Frank ...
Dates
:
Submitted: 2023-01-06 | Accepted: 2023-12-08 | Published Online: 2024-03-01 | Finally published : 2024-05-01
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus
Source Title
:
Nature Energy
Files
:
1 File
Locators
:
1 Locator
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Nature Energy
Volume / Issue
:
9
Start / End Page
:
526 - 535
Sequence Number
:
-
Source Publ. Info
:
-
(
Released
)
The impact of model detail on power grid resilience measures
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Creators
:
Auer, Sabine; Kleis, K.; Schultz, Paul; Kurths, Jürgen ...
Dates
:
Finally published : 2016
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3
Source Title
:
European Physical Journal - Special Topics
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
European Physical Journal - Special Topics
Volume / Issue
:
225 (3)
Start / End Page
:
609 - 625
Sequence Number
:
-
Source Publ. Info
:
-
(
Released
)
Ambient Forcing: Sampling Local Perturbations in Constrained Phase Spaces / CODE
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Creators
:
Büttner, Anna; Hellmann, Frank; Kurths, Jürgen
Dates
:
Published Online: 2022-01 | Finally published : 2022-01
Genre
:
Software
Files
:
-
Locators
:
-
Publishing info
:
Geneva : CERN / Zenodo
Event Title
:
-
Source Genre
:
-
Source Title
:
-
Volume / Issue
:
-
Start / End Page
:
-
Sequence Number
:
-
Source Publ. Info
:
-
(
Released
)
Deciphering the imprint of topology on nonlinear dynamical network stability
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Creators
:
Nitzbon, Jan; Schultz, Paul; Heitzig, Jobst; Kurths, Jürgen ...
Dates
:
Finally published : 2017
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3, oa
Source Title
:
New Journal of Physics
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
New Journal of Physics
Volume / Issue
:
19
Start / End Page
:
-
Sequence Number
:
33029
Source Publ. Info
:
-
(
Released
)
Collective nonlinear dynamics and self-organization in decentralized power grids
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Creators
:
Witthaut, Dirk; Hellmann, Frank; Kurths, Jürgen; Kettemann, Stefan ...
Dates
:
Accepted: 2021-12-07 | Published Online: 2022-02-28 | Finally published : 2022-02-28
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus
Source Title
:
Reviews of Modern Physics
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Reviews of Modern Physics
Volume / Issue
:
94 (1)
Start / End Page
:
-
Sequence Number
:
015005
Source Publ. Info
:
-
(
Released
)
Probabilistic Behavioral Distance and Tuning - Reducing and aggregating complex ...
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Creators
:
Hellmann, Frank; Zolotarevskaia, Ekaterina; Kurths, Jürgen; Raisch, Jörg
Dates
:
Accepted: 2023-04-13 | Published Online: 2023-04-13 | Finally published : 2023-04-27
Genre
:
Journal Article
Source Genre
:
Journal, other, oa
Source Title
:
Journal of Physics: Complexity
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Journal of Physics: Complexity
Volume / Issue
:
4 (2)
Start / End Page
:
-
Sequence Number
:
025007
Source Publ. Info
:
-
(
Released
)
Editorial
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:
Heitzig, Jobst; Graff Zivin, J.; Abarbanel, H. D. I.; Kocarev, L. ...
Dates
:
Finally published : 2016
Genre
:
Journal Article
Source Genre
:
Journal
Source Title
:
The European Physical Journal - Special Topics
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
The European Physical Journal - Special Topics
Volume / Issue
:
225 (3)
Start / End Page
:
423 - 427
Sequence Number
:
-
Source Publ. Info
:
-
(
Released
)
Anticipation-induced social tipping: can the environment be stabilised by social...
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Creators
:
Müller, Paul Manuel; Heitzig, Jobst; Kurths, Jürgen; Lüdge, Kathy ...
Dates
:
Accepted: 2021-03-18 | Published Online: 2021-04-26 | Finally published : 2021-10
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3
Source Title
:
European Physical Journal - Special Topics
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
European Physical Journal - Special Topics
Volume / Issue
:
230 (16-17)
Start / End Page
:
3189 - 3199
Sequence Number
:
-
Source Publ. Info
:
-
(
Released
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A random growth model for power grids and other spatially embedded infrastructur...
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Creators
:
Schultz, P.; Heitzig, Jobst; Kurths, Jürgen
Dates
:
Finally published : 2014
Genre
:
Journal Article
Source Genre
:
Journal
Source Title
:
European Physical Journal - Special Topics
Files
:
1 File
Locators
:
1 Locator
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
European Physical Journal - Special Topics
Volume / Issue
:
223 (12)
Start / End Page
:
2593 - 2610
Sequence Number
:
-
Source Publ. Info
:
-
(
Released
)
Detours around basin stability in power networks
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Creators
:
Schultz, P.; Heitzig, Jobst; Kurths, Jürgen
Dates
:
Finally published : 2014
Genre
:
Journal Article
Source Genre
:
Journal
Source Title
:
New Journal of Physics
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
New Journal of Physics
Volume / Issue
:
16 (125001)
Start / End Page
:
-
Sequence Number
:
-
Source Publ. Info
:
-
(
Released
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Escaping the curse of dimensionality in estimating multivariate transfer entropy
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Creators
:
Runge, J.; Heitzig, Jobst; Petoukhov, V.; Kurths, Jürgen
Dates
:
Finally published : 2012
Genre
:
Journal Article
Source Genre
:
Journal
Source Title
:
Physical Review Letters
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Physical Review Letters
Volume / Issue
:
108 (258701)
Start / End Page
:
-
Sequence Number
:
-
Source Publ. Info
:
-
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Macroscopic approximation methods for the analysis of adaptive networked agent-b...
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Creators
:
Kolb, Jakob Johannes; Müller-Hansen, Finn; Kurths, Jürgen; Heitzig, Jobst
Dates
:
Published Online: 2020-10-28 | Finally published : 2020-10-28
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3
Source Title
:
Physical Review E
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
Physical Review E
Volume / Issue
:
102 (4)
Start / End Page
:
-
Sequence Number
:
042311
Source Publ. Info
:
-
(
Released
)
Potentials and limits to basin stability estimation
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Creators
:
Schultz, Paul; Menck, Peter J.; Heitzig, Jobst; Kurths, Jürgen
Dates
:
Finally published : 2017
Genre
:
Journal Article
Source Genre
:
Journal, SCI, Scopus, p3, oa
Source Title
:
New Journal of Physics
Files
:
1 File
Locators
:
-
Publishing info
:
-
Event Title
:
-
Source Genre
:
Journal
Source Title
:
New Journal of Physics
Volume / Issue
:
19
Start / End Page
:
-
Sequence Number
:
23005
Source Publ. Info
:
-
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