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Siming Bayer — most-cited papers & profile · Time Series
← authors
·
overview
Siming Bayer
5
papers ·
4
citations ·
8
h-index
Friedrich-Alexander-Universität Erlangen-Nürnberg
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Most-cited papers
Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model
2021 · 2 citations
Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble
2022 · 2 citations
A Deep Learning Framework for Heat Demand Forecasting using Time-Frequency Representations of Decomposed Features
2026
Advancing Heat Demand Forecasting with Attention Mechanisms: Opportunities and Challenges
2025
Top co-authors
Satyaki Chatterjee
· 3
Adithya Ramachandran
· 2
Andreas Maier
· 2
Thorkil Flensmark B. Neergaard
· 2
Adithya Ramachandran
· 1
and Andreas Maier
· 1
Andreas Maier
· 1
Maximilian Oberndoerfer
· 1
Thorkil Flensmark
· 1
Topics
Domain — Energy/Weather
Transformer Forecasters