Benjamin Schäfer
Scholar

Benjamin Schäfer

Google Scholar ID: mHhhUBQAAAAJ
Karlsruhe Institute of Technology
Data-driven ModellingMachine LearningEnergy SystemsExplainable AIStochastic Systems
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Citations & Impact
All-time
Citations
2,278
 
H-index
24
 
i10-index
35
 
Publications
20
 
Co-authors
36
list available
Contact
No contact links provided.
Publications
8 items
BuilDyn: Excitation-Driven Data Generation for Building Thermal Dynamics Modeling and Control
2026
Cited
0
Explainable Load Forecasting with Covariate-Informed Time Series Foundation Models
2026
Cited
0
Assessing the Performance-Efficiency Trade-off of Foundation Models in Probabilistic Electricity Price Forecasting
2026
Cited
0
Explainable time-series forecasting with sampling-free SHAP for Transformers
2025
Cited
0
A Highly Configurable Framework for Large-Scale Thermal Building Data Generation to drive Machine Learning Research
2025
Cited
0
Real-E: A Foundation Benchmark for Advancing Robust and Generalizable Electricity Forecasting
2025
Cited
0
BUILDA: A Thermal Building Data Generation Framework for Transfer Learning
2025
Cited
0
Analyzing spatio-temporal dynamics of dissolved oxygen for the River Thames using superstatistical methods and machine learning
Scientific Reports · 2024
Cited
0
Resume (English only)
Co-authors
36 total
Dirk Witthaut
Dirk Witthaut
Forschungszentrum Jülich
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Leonardo Rydin Gorjão
Leonardo Rydin Gorjão
Norwegian University of Life Sciences
Veit Hagenmeyer
Veit Hagenmeyer
KIT
Co-author 6
Co-author 6
Vito Latora
Vito Latora
Professor of Applied Mathematics (Chair of Complex Systems), Queen Mary University of London
Co-author 8
Co-author 8