Blar i Brage NMBU på forfatter "Witthaut, Dirk"
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jumpdiff: A Python Library for Statistical Inference of Jump-Diffusion Processes in Observational or Experimental Data Sets
Rydin Gorjão, Leonardo; Witthaut, Dirk; Lind, Pedro (Peer reviewed; Journal article, 2023)We introduce a Python library, called jumpdiff, which includes all necessary functions to assess jump-diffusion processes. This library includes functions which compute a set of non-parametric estimators of all contributions ... -
Stability Bounds of Droop-Controlled Inverters in Power Grid Networks
Böttcher, Philipp; Gorjão, Leonardo Rydin; Witthaut, Dirk (Peer reviewed; Journal article, 2023)The energy mix of future power systems will include high shares of electricity generation by wind turbines and solar photovoltaics. These generation facilities are generally connected via power-electronic inverters. While ... -
Stable stadial and interstadial states of the last glacial's climate identified in a combined stable water isotope and dust record from Greenland
Riechers, Keno; Gorjão, Leonardo Rydin; Hassanibesheli, Forough; Lind, Pedro; Witthaut, Dirk; Boers, Niklas (Peer reviewed; Journal article, 2023)During the last glacial interval, the Northern Hemisphere climate was punctuated by a series of abrupt changes between two characteristic climate regimes. The existence of stadial (cold) and interstadial (milder) periods ... -
Understanding electricity prices beyond the merit order principle using explainable AI
Trebbien, Julius; Rydin Gorjão, Leonardo; Praktiknjo, Aaron; Schäfer, Benjamin; Witthaut, Dirk (Journal article, 2023)Electricity prices in liberalized markets are determined by the supply and demand for electric power, which are in turn driven by various external influences that vary strongly in time. In perfect competition, the merit ... -
Understanding electricity prices beyond the merit order principle using explainable AI
Trebbien, Julius; Gorjão, Leonardo Rydin; Praktiknjo, Aaron; Schäfer, Benjamin; Witthaut, Dirk (Journal article, 2023)Electricity prices in liberalized markets are determined by the supply and demand for electric power, which are in turn driven by various external influences that vary strongly in time. In perfect competition, the merit ... -
Validation Methods for Energy Time Series Scenarios From Deep Generative Models
Cramer, Eike; Rydin Gorjao, Leonardo; Mitsos, Alexander; Schäfer, Benjamin; Witthaut, Dirk; Dahmen, Manuel (Peer reviewed; Journal article, 2022)