Benjamin Schäfer

8PUBLICATIONS
24CO-AUTHORS
Economic models and forecastingNatural language processingElectrical energy generation (incl. renewables, excl. photovoltaics)ElectrometallurgyElectrical energy transmission, networks and systems
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Publications (8)

|Jul 17, 2026
Understanding the European energy crisis through structural causal models.

|May 27, 2026
Explainable time-series forecasting with sampling-free SHAP for Transformers.

|Mar 24, 2025
Analyzing deterministic and stochastic influences on the power grid frequency dynamics with explainable artificial intelligence.

Tim Drewnick, Xinyi Wen, Ulrich Oberhofer

|Sep 14, 2022
Understanding Braess' Paradox in power grids.

Benjamin Schäfer, Thiemo Pesch, Debsankha Manik

|Aug 06, 2022
Data-driven load profiles and the dynamics of residential electricity consumption.

Mehrnaz Anvari, Elisavet Proedrou, Benjamin Schäfer

|Dec 14, 2020
Open database analysis of scaling and spatio-temporal properties of power grid frequencies.

Leonardo Rydin Gorjão, Richard Jumar, Heiko Maass

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Frequent Collaborators

5 joint publications

Dirk Witthaut

3 joint publications

Veit Hagenmeyer

3 joint publications

Christian Beck

2 joint publications

Vito Latora