Dr.-Ing. Siming Bayer

Lehrstuhl für Informatik 5 (Mustererkennung) Lehrstuhl für Sportbiologie und Bewegungsmedizin

Deep learning-based classification of coronary arteries and left ventricle using multimodal data for autonomous protocol selection or adjustment in angiography (2025) Ravi A, Bernhardt P, Hoffmann M, Kordon F, Bayer S, Achenbach S, Maier A Journal article Digitization Framework of Water Utility Documents for Digital Twins (2025) Ramachandran A, Maier A, Bayer S Conference contribution, Conference Contribution Water Demand Forecasting of District Metered Areas through Learned Consumer Representations (2025) Ramachandran A, Arias Vergara T, Maier A, Bayer S Conference contribution, Conference Contribution Verification of neural network based power system protection schemes (2025) Mederer C, Kordowich G, Oelhaf J, Maier A, Bayer S, Jäger J Conference contribution A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids (2025) Oelhaf J, Kordowich G, Perez Toro PA, Arias Vergara T, Maier A, Jäger J, Bayer S Conference contribution Attention-guided erasing for enhanced transfer learning in breast abnormality classification (2025) Bhandary Panambur A, Bhat S, Yu H, Madhu P, Bayer S, Maier A Journal article Link Prediction on Water Distribution Networks using Graph Neural Networks (2025) Pahlajani KM, Ramachandran A, Maier A, Bayer S Conference contribution, Conference Contribution Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection (2025) Oelhaf J, Kordowich G, Kim C, Perez Toro PA, Maier A, Jäger J, Bayer S Unpublished / Preprint Advancing Heat Demand Forecasting with Attention Mechanisms: Opportunities and Challenges (2024) Ramachandran A, Neergaard TF, Maier A, Bayer S Conference contribution, Conference Contribution Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series (2024) Sun Y, Schneider LS, Fan F, Thies M, Gu M, Mei S, Zhou Y, et al. Conference contribution, Conference Contribution