Siming Bayer
Scholar

Siming Bayer

Google Scholar ID: aAV8yQ0AAAAJ
Researcher, Pattern Recognition Lab, Friedrich-Alexander University
Medical Image ProcessingComputer Guided InterventionMachine Learning
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Citations & Impact
All-time
Citations
195
 
H-index
6
 
i10-index
4
 
Publications
20
 
Co-authors
43
list available
Contact
No contact links provided.
Publications
14 items
A Deep Learning Framework for Heat Demand Forecasting using Time-Frequency Representations of Decomposed Features
2026
Cited
0
Parameter-Efficient Domain Adaptation of Physics-Informed Self-Attention based GNNs for AC Power Flow Prediction
2026
Cited
0
Robustness Evaluation of Machine Learning Models for Fault Classification and Localization In Power System Protection
2025
Cited
0
Benchmarking Machine Learning Models for Fault Classification and Localization in Power System Protection
2025
Cited
0
Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator
2025
Cited
0
A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management
2025
Cited
0
Water Demand Forecasting of District Metered Areas through Learned Consumer Representations
2025
Cited
0
Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and beyond
2025
Cited
0
Resume (English only)
Co-authors
43 total
Andreas K. Maier
Andreas K. Maier
Friedrich-Alexander-Universität Erlangen-Nürnberg
Nishant Ravikumar
Nishant Ravikumar
Lecturer, School of Computing, University of Leeds
Co-author 3
Co-author 3
Adithya Ramachandran
Adithya Ramachandran
Friedrich Alexander University Erlangen Nuremberg
Linda-Sophie Schneider
Linda-Sophie Schneider
PhD at Friedrich-Alexander-Universität Erlangen-Nürnberg
Mingxuan Gu
Mingxuan Gu
PhD candidate
Siyuan Mei
Siyuan Mei
Friedrich-Alexander-Universität Erlangen-Nürnberg
Yipeng Sun
Yipeng Sun
Friedrich-Alexander-Universität Erlangen-Nürnberg