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Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption2023 IEEE Transactions on Intelligent Transportation Systems article Engineering Traffic control and management
Lucas Koch, Tobias Brinkmann, Marius Wegener, Kevin Badalian, Jakob Andert
24citations -
Deep learning-enhanced characterization of bubble dynamics in proton exchange membrane water electrolyzers2024 Physical Chemistry Chemical Physics article Energy Electrocatalysts for Energy Conversion Open access
André Colliard-Granero, Keusra Armel Gompou, Christian Rodenbücher, Kourosh Malek, Michael Hermann Eikerling, Mohammad J. Eslamibidgoli
19citations -
Deep Transfer Learning Approach for Automatic Recognition of Drug Toxicity and Inhibition of SARS-CoV-22021 Viruses article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent
Raphael M. Kronberg, Paweł Stachura, Philipp Niklas Ostermann, Lisa Müller, Heiner Schaal, Sanil Bhatia, +5 more
18citations -
Patients With Femoral Neck Fractures Are at Risk for Conversion to Arthroplasty After Internal Fixation: A Machine‐learning Algorithm2022 Clinical Orthopaedics and Related Research article Medicine Hip and Femur Fractures Open access
Anouk van de Kuit, Jacobien H. F. Oosterhoff, Hidde Dijkstra, Sheila Sprague, Sofia Bzovsky, Mohit Bhandari, +6 more
12citations -
Deep learning-based automated detection and multiclass classification of soil-transmitted helminths and Schistosoma mansoni eggs in fecal smear images2025 Scientific Reports article Immunology and Microbiology Parasites and Host Interactions Open access
Prosper Oyibo, Brice Meulah, Tope Agbana, Lisette van Lieshout, Wellington Aghoghovwia Oyibo, Gleb V. Vdovin, +1 more
10citations -
Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access
Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti
7citations -
Deep learning-based prediction of intra-cardiac blood flow in long-axis cine magnetic resonance imaging2023 The International Journal of Cardiovascular Imaging article Medicine Advanced MRI Techniques and Applications Open access
Xiaowu Sun, Li‐Hsin Cheng, Sven Plein, Pankaj Garg, Mehdi Hedjazi Moghari, Rob J. van der Geest
6citations -
Machine learning assisted classification of staphylococcal biofilm maturity2025 Biofilm article Biochemistry, Genetics and Molecular Biology Bacterial biofilms and quorum sensing Open access
Sven C. J. van Dun, Ana Santos Silva-Herdade, Ana Salomé Veiga, Miguel A. R. B. Castanho, Peter H. Nibbering, Bart G. C. W. Pijls, +2 more
4citations -
Urinary microRNAs for the non-invasive diagnosis of endometriosis identified by next-generation sequencing and machine learning2026 Reproductive Biology and Endocrinology article Medicine Endometriosis Research and Treatment Open access
Tomáš Kupec, Julia Wittenborn, Chao-Chung Kuo, Laila Najjari, Rebecca Senger, Philipp Meyer-Wilmes, +2 more
4citations