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The potential of deep learning to reduce complexity in energy system modeling2021 International Journal of Energy Research article Engineering Integrated Energy Systems Optimization Open access
Clara Sophie Köhnen, Jan Priesmann, Lars Nolting, Leander Kotzur, Martin Robinius, Aaron Praktiknjo
15citations -
Experimental Investigation of Dimensional Precision of Deep Drawn Cups Using Direct Polymer Additive Tooling2020 Journal of Manufacturing and Materials Processing article Engineering Additive Manufacturing and 3D Printing Technologies Open access
Georg Bergweiler, Falko Fiedler, Ahsan Shaukat, Bernd Löffler
19citations -
Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations -
Clinical Application of Deep Learning for Spine MRI Interpretation: A Multicenter Evaluation of Artificial-Intelligence-Assisted versus Manual Reading on Diagnostic Agreement with the Reference Standard
Xing Cheng, Maoping Zhang, Zhenxiao Ren, Tang Tang, Xiaolin Meng, Zhong Huang, +15 more
4citations -
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 based non-contact physiological monitoring in Neonatal Intensive Care Unit2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Engineering Non-Invasive Vital Sign Monitoring
Nicky Nirlipta Sahoo, Balamurali Murugesan, Ayantika Das, Srinivasa Karthik, Keerthi Ram, Steffen K. Leonhardt, +2 more
20citations -
Three-dimensional characterisation of deformation-induced damage in dual phase steel using deep learning2023 Materials & Design article Engineering Microstructure and Mechanical Properties of Steels Open access
Setareh Medghalchi, Sang-Hyeok Lee, Benjamin Berkels, U. Kerzel, Sandra Korte‐Kerzel
16citations -
Material-specific beam-plume interactions during deep-penetration laser welding of stainless steel, aluminum, and copper2025 Journal of Advanced Joining Processes article Engineering Welding Techniques and Residual Stresses Open access
Johannes Wahl, Christian Frey, John Powell, Simon Olschok, Uwe Reisgen, Christian Hagenlocher, +1 more
4citations -
Compensating Environmental Disturbances in Maritime Path Following Using Deep Reinforcement Learning2026 Journal of Marine Science and Engineering article Engineering Maritime Navigation and Safety Open access
Björn Krautwig, Dominik Wans, Till Temmen, Tobias Brinkmann, Sung-Yong Lee, Daehyuk Kim, +1 more
1citations