Benjamin Schäfer

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Dirk WitthautForschungszentrum JülichEmail verificata su fz-juelich.de
Marc TimmeChair for Network Dynamics, TU DresdenEmail verificata su tu-dresden.de
Christian BeckQueen Mary University of LondonEmail verificata su qmul.ac.uk
Leonardo Rydin GorjãoNorwegian University of Life SciencesEmail verificata su nmbu.no
Veit HagenmeyerKITEmail verificata su kit.edu
Johannes KrusePower grid analyst, Amprion GmbHEmail verificata su amprion.net
Vito LatoraProfessor of Applied Mathematics (Chair of Complex Systems), Queen Mary University of LondonEmail verificata su qmul.ac.uk
G.Cigdem YalcinAssociate Professor at Istanbul UniversityEmail verificata su istanbul.edu.tr
Mehrnaz AnvariPotsdam Institute for Climate Impact ResearchEmail verificata su pik-potsdam.de
Richard JumarKarlsruhe Institute of TechnologyEmail verificata su kit.edu
Hankun HeSchool of Mathematical Sciences, Queen Mary, University of LondonEmail verificata su qmul.ac.uk
Ralf MikutKarlsruhe Institute of Technology (Germany)Email verificata su kit.edu
Pere ColetInstituto de Fisica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB)Email verificata su ifisc.uib-csic.es
Eder Batista Tchawou TchuisseuLaboratory of Modeling and Simulation in Engineering Biomimetic and PrototypeEmail verificata su it.cas.cz
Catherine HeppellProfessor, School of Geography, Queen Mary, University of LondonEmail verificata su qmul.ac.uk
Xiaozhu ZhangTongji University, School of Physical Science and EngineeringEmail verificata su tongji.edu.cn
Joaquim G. PintoInstitute of Meteorology and Climate Research, Karlsruhe Institute of TechnologyEmail verificata su kit.edu
Jürgen KurthsProfessor of Physics, Humboldt University BerlinEmail verificata su pik-potsdam.de
Sabine AuerPhD Student at Potsdam Institute for Climate Impact ResearchEmail verificata su pik-potsdam.de
Damia GomilaInstituto de Física Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB)Email verificata su ifisc.uib-csic.es

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Benjamin Schäfer

Karlsruhe Institute of Technology

Email verificata su kit.edu - Home page

Data-driven Modelling Machine Learning Energy Systems Interpretability Stochastic Systems


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Dynamically induced cascading failures in power grids B Schäfer, D Witthaut, M Timme, V Latora Nature communications 9 (1), 1975, 2018	328	2018
Non-Gaussian power grid frequency fluctuations characterized by Lévy-stable laws and superstatistics B Schäfer, C Beck, K Aihara, D Witthaut, M Timme Nature Energy 3 (2), 119-126, 2018	243	2018
Decentral smart grid control B Schäfer, M Matthiae, M Timme, D Witthaut New journal of physics 17 (1), 015002, 2015	158	2015
Taming instabilities in power grid networks by decentralized control B Schäfer, C Grabow, S Auer, J Kurths, D Witthaut, M Timme The European Physical Journal Special Topics 225, 569-582, 2016	122	2016
Supply networks: Instabilities without overload D Manik, D Witthaut, B Schäfer, M Matthiae, A Sorge, M Rohden, E Katifori, ... The European Physical Journal Special Topics 223, 2527-2547, 2014	83	2014
Data-driven load profiles and the dynamics of residential electricity consumption M Anvari, E Proedrou, B Schäfer, C Beck, H Kantz, M Timme Nature communications 13 (1), 1-12, 2022	78*	2022
Revealing drivers and risks for power grid frequency stability with explainable AI J Kruse, B Schäfer, D Witthaut Patterns 2 (11), 2021	73	2021
Data-driven model of the power-grid frequency dynamics LR Gorjão, M Anvari, H Kantz, C Beck, D Witthaut, M Timme, B Schäfer IEEE access 8, 43082-43097, 2020	64	2020
Escape routes, weak links, and desynchronization in fluctuation-driven networks B Schäfer, M Matthiae, X Zhang, M Rohden, M Timme, D Witthaut Physical Review E 95 (6), 060203, 2017	62	2017
Wind power persistence characterized by superstatistics J Weber, M Reyers, C Beck, M Timme, JG Pinto, D Witthaut, B Schäfer Scientific reports 9 (1), 19971, 2019	56	2019
Open database analysis of scaling and spatio-temporal properties of power grid frequencies L Rydin Gorjão, R Jumar, H Maass, V Hagenmeyer, GC Yalcin, J Kruse, ... Nature communications 11 (1), 6362, 2020	55	2020
Superstatistical approach to air pollution statistics G Williams, B Schäfer, C Beck Physical Review Research 2 (1), 013019, 2020	52	2020
Understanding Braess’ paradox in power grids B Schäfer, T Pesch, D Manik, J Gollenstede, G Lin, HP Beck, D Witthaut, ... Nature Communications 13 (1), 5396, 2022	40	2022
Stochastic properties of the frequency dynamics in real and synthetic power grids M Anvari, LR Gorjão, M Timme, D Witthaut, B Schäfer, H Kantz Physical review research 2 (1), 013339, 2020	37	2020
Dynamical modelling of cascading failures in the Turkish power grid B Schäfer, GC Yalcin Chaos 29 (093134), 2019	36	2019
Curing Braess' Paradox by Secondary Control in Power Grids EBT Tchuisseu, D Gomila, P Colet, D Witthaut, M Timme, B Schäfer New Journal of Physics 20 (8), 083005, 2018	36	2018
Understanding electricity prices beyond the merit order principle using explainable AI J Trebbien, LR Gorjão, A Praktiknjo, B Schäfer, D Witthaut Energy and AI, 2023	33	2023
Statistical characterization of airplane delays E Mitsokapas, B Schäfer, RJ Harris, C Beck Scientific Reports 11 (1), 7855, 2021	33	2021
Predictability of Power Grid Frequency J Kruse, B Schäfer, D Witthaut IEEE Access 8, 149435 - 149446, 2020	33	2020
Machine learning approach towards explaining water quality dynamics in an urbanised river B Schäfer, C Beck, H Rhys, H Soteriou, P Jennings, A Beechey, ... Scientific Reports 12 (1), 12346, 2022	23	2022

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