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Employment (1)

Forschungszentrum Jülich: Julich, Nordrhein-Westfalen, DE

2019-08 to present | PhD Student (Institute of Energy and Climate Research)
Employment
Source: Self-asserted source
Johannes Kruse

Education and qualifications (5)

University of Cologne: Cologne, DE

2019-08 to present | PhD Student (Institute of Theoretical Physics)
Education
Source: Self-asserted source
Johannes Kruse

Helmholtz School for Data Science in Life, Earth and Energy : Jülich, DE

2019-08 to present | PhD Student
Qualification
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Johannes Kruse

Aarhus University: Aarhus, DK

2018-01 to 2019-03 | External Master's thesis (Department of Engineering)
Education
Source: Self-asserted source
Johannes Kruse

University of Göttingen: Göttingen, DE

2016-04 to 2019-03 | M.Sc. (Faculty of Physics)
Education
Source: Self-asserted source
Johannes Kruse

University of Göttingen: Göttingen, DE

2012-10 to 2016-03 | B.Sc. (Faculty of Physics)
Education
Source: Self-asserted source
Johannes Kruse

Works (10)

Predicting dynamic stability from static features in power grid models using machine learning

Chaos: An Interdisciplinary Journal of Nonlinear Science
2024-01-01 | Journal article
DOI: 10.1063/5.0175372
Contributors: Maurizio Titz; Franz Kaiser; Johannes Kruse; Dirk Witthaut
Source: check_circle
Crossref

Physics-Informed Machine Learning for Power Grid Frequency Modeling

PRX Energy
2023-10-04 | Journal article
DOI: 10.1103/PRXEnergy.2.043003
Contributors: Johannes Kruse; Eike Cramer; Benjamin Schäfer; Dirk Witthaut
Source: check_circle
Crossref

NORMalize: The First Workshop on Normative Design and Evaluation of Recommender Systems

2023-09-14 | Conference paper
DOI: 10.1145/3604915.3608757
Contributors: Sanne Vrijenhoek; Lien Michiels; Johannes Kruse; Alain Starke; Nava Tintarev; Jordi Viader Guerrero
Source: check_circle
Crossref

Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence

2023-06-20 | Conference paper
DOI: 10.1145/3599733.3600247
Contributors: Sebastian Pütz; Johannes Kruse; Dirk Witthaut; Veit Hagenmeyer; Benjamin Schäfer
Source: check_circle
Crossref

Secondary control activation analysed and predicted with explainable AI

Electric Power Systems Research
2022-11 | Journal article
DOI: 10.1016/j.epsr.2022.108489
Contributors: Johannes Kruse; Benjamin Schäfer; Dirk Witthaut
Source: check_circle
Crossref

Revealing drivers and risks for power grid frequency stability with explainable AI

Patterns
2021-11 | Journal article
DOI: 10.1016/j.patter.2021.100365
Contributors: Johannes Kruse; Benjamin Schäfer; Dirk Witthaut
Source: check_circle
Crossref

Exploring deterministic frequency deviations with explainable AI

2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
2021-10 | Other
DOI: 10.1109/smartgridcomm51999.2021.9632335
Contributors: Johannes Kruse; Benjamin Schafer; Dirk Witthaut
Source: Self-asserted source
Johannes Kruse via Crossref Metadata Search

Predictability of Power Grid Frequency

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3016477
Contributors: Johannes Kruse; Benjamin Schafer; Dirk Witthaut
Source: check_circle
Crossref

Open database analysis of scaling and spatio-temporal properties of power grid frequencies

Nature Communications
2020-12-11 | Journal article
DOI: 10.1038/s41467-020-19732-7
Contributors: Leonardo Rydin Gorjão; Richard Jumar; Heiko Maass; Veit Hagenmeyer; G. Cigdem Yalcin; Johannes Kruse; Marc Timme; Christian Beck; Dirk Witthaut; Benjamin Schäfer
Source: check_circle
Crossref

Self-localization of Bose–Einstein condensates in optical lattices

Journal of Physics B: Atomic, Molecular and Optical Physics
2017-03-14 | Journal article
DOI: 10.1088/1361-6455/aa584e
Part of ISSN: 0953-4075
Part of ISSN: 1361-6455
Source: Self-asserted source
Johannes Kruse
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