Awesome Time Series
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Benjamin Sch\"afer — most-cited papers & profile · Time Series
← authors
·
overview
Benjamin Sch\"afer
7
papers ·
28
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Transformer Training Strategies for Forecasting Multiple Load Time Series
2023 · 23 citations
Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs
2023 · 3 citations
Real-E: A Foundation Benchmark for Advancing Robust and Generalizable Electricity Forecasting
2025 · 1 citations
Assessing the Performance-Efficiency Trade-off of Foundation Models in Probabilistic Electricity Price Forecasting
2026
Explainable time-series forecasting with sampling-free SHAP for Transformers
2025
Top co-authors
Sebastian P\"utz
· 3
Matthias Hertel
· 2
Benedikt Heidrich
· 1
Chen Shao
· 1
Dirk Witthaut
· 1
Hadeer El Ashhab
· 1
Heidi S. Nyg{\aa}rd
· 1
Jan Niklas Lettner
· 1
Julius Trebbien
· 1
Leonardo Rydin Gorj\~ao
· 1
Maximilian Beichter
· 1
Michael F\"arber
· 1
Topics
Domain — Energy/Weather
Foundation Models
Probabilistic
Transformer Forecasters