JuLib | Articles & more - {"Witthaut, Dirk"}

1

Contribution to a book
Contribution to a conference proceedings

Dual Communities Characterize Structural Patterns and Robustness in Leaf Venation Networks

Böttcher, Philipp
2024

“...Witthaut, Dirk...”

2

Journal Article

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

Titz, Maurizio
2024

Chaos, 34 (2024) 1, S. 013139

“...Witthaut, Dirk...”
OpenAccess OpenAccess

3

Journal Article

Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI

Titz, Maurizio
2024

Applied energy, 356 (2024) S. 122351

“...Witthaut, Dirk...”
OpenAccess OpenAccess

4

Journal Article

Physics-Informed Machine Learning for Power Grid Frequency Modeling

Kruse, Johannes
2023

PRX energy, 2 (2023) 4, S. 043003

“...Witthaut, Dirk...”
OpenAccess

5

Journal Article

Optimizing the geometry of transportation networks in the presence of congestion

Dahlmanns, Matthias
2023

Physical review / E, 108 (2023) 4, S. 044302

“...Witthaut, Dirk...”
OpenAccess OpenAccess

6

Journal Article

Local versus global stability in dynamical systems with consecutive Hopf bifurcations

Böttcher, Philipp
2023

Physical review research, 5 (2023) 3, S. 033139

“...Witthaut, Dirk...”

7

Contribution to a book
Contribution to a conference proceedings

Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs

Trebbien, Julius
2023

“...Witthaut, Dirk...”
OpenAccess

8

Journal Article

Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows

Cramer, Eike
2023

Applied energy, 346 (2023) S. 121370 -

“...Witthaut, Dirk...”
OpenAccess OpenAccess

9

Preprint

Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows

Hilger, Hannes
2023

“...Witthaut, Dirk...”
OpenAccess

10

Poster

Curie Temperature Prediction of Magnetic Heusler Alloys Using Ab-initio Data

Hilgers, Robin
2023

“...Witthaut, Dirk...”
OpenAccess

11

Contribution to a book
Contribution to a conference proceedings

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

Pütz, Sebastian
2023

“...Witthaut, Dirk...”
Get full text OpenAccess

12

Journal Article

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
2023

Earth System Dynamics, 14 (2023) 3, S. 593 - 607

“...Witthaut, Dirk...”
Get full text OpenAccess

13

Journal Article

Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe

Böttcher, Philipp C.
2023

Energy advances, 2 (2023) 1, S. 91 - 97

“...Witthaut, Dirk...”
OpenAccess

14

Journal Article

jumpdiff : A Python library for statistical inference of jump-diffusion processes in observational or experimental data sets

Gorjão, Leonardo Rydin
2023

Journal of statistical software, 105 (2023) 4, S. 1

“...Witthaut, Dirk...”
OpenAccess

15

Journal Article

Understanding electricity prices beyond the merit order principle using explainable AI

Trebbien, Julius
2023

Energy and AI, 13 (2023) S. 100250 -

“...Witthaut, Dirk...”
OpenAccess

16

Journal Article

Stability bounds of droop-controlled inverters in power grid networks

Böttcher, Philipp C.
2023

IEEE access, 11 (2023) S. 119947 - 119958

“...Witthaut, Dirk...”
OpenAccess

17

Journal Article

Emipy: An open-source Python-based tool to analyze industrial emissions in Europe

Overberg, Florian A.
2023

SoftwareX, 23 (2023) S. 101458

“...Witthaut, Dirk...”
OpenAccess

18

Journal Article

Formation of trade networks by economies of scale and product differentiation

Han, Chengyuan
2023

Journal of physics / Complexity, 4 (2023) 2, S. 025006

“...Witthaut, Dirk...”
OpenAccess Restricted

19

Journal Article

Validation methods for energy time series scenarios from deep generative models

Cramer, Eike
2022

IEEE access, 10 (2022) S. 8194 - 8207

“...Witthaut, Dirk...”
OpenAccess

20

Journal Article

MFDFA: Efficient multifractal detrended fluctuation analysis in python

Rydin Gorjão, Leonardo
2022

Computer physics communications, 273 (2022) S. 108254 -

“...Witthaut, Dirk...”
OpenAccess

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