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Machine-Learning-Aided Trajectory Prediction and Conflict Detection for Internet of Aerial Vehicles2021 IEEE Internet of Things Journal article Engineering Air Traffic Management and Optimization cited by 2 patents
Cheng Cheng, Liang Guo, Tong Wu, Jinlong Sun, Guan Gui, Bamidele Adebisi, +2 more
45citations -
One-shot battery degradation trajectory prediction with deep learning2021 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access cited by 2 patents
Weihan Li, Neil Sengupta, Philipp Dechent, David A. Howey, Anuradha M. Annaswamy, Dirk Uwe Sauer
234citations -
Sequential Convex Programming Methods for Real-Time Optimal Trajectory Planning in Autonomous Vehicle Racing2022 IEEE Transactions on Intelligent Vehicles article Engineering Vehicle Dynamics and Control Systems
Patrick Scheffe, Theodor Mario Henneken, Maximilian Kloock, Bassam Alrifaee
76citations -
An edge oriented architecture for state based remaining useful life prediction in hydraulic systems2026 Discover Mechanical Engineering article Engineering Reliability and Maintenance Optimization Open access
Faras Brumand‐Poor, Manuel Caipo, Jörn Kretschmer, Maximilian Dommermuth, Prof. Katharina Schmitz
0citations -
Predicting the Time Until a Vehicle Changes the Lane Using LSTM-Based Recurrent Neural Networks2021 IEEE Robotics and Automation Letters article Engineering Autonomous Vehicle Technology and Safety Open access
Florian Wirthmüller, Marvin Klimke, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
38citations -
Edge Case Detection in Automated Driving: Methods, Challenges, and Future Directions2026 IEEE Transactions on Intelligent Transportation Systems article Engineering Autonomous Vehicle Technology and Safety Open access
Saeed Rahmani, Sabine Rieder, Erwin de Gelder, Marcel Sonntag, Jorge Mallada, Sytze Kalisvaart, +3 more
2citations -
Review—“Knees” in Lithium-Ion Battery Aging Trajectories2022 Journal of The Electrochemical Society article Engineering Advanced Battery Technologies Research Open access
Peter M. Attia, Alexander Bills, Ferran Brosa Planella, Philipp Dechent, Gonçalo dos Reis, Matthieu Dubarry, +11 more
497citations -
Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines2023 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Alexander Winkler, Weizhou Wang, Armin Norouzi, David C. Gordon, Charles Robert Koch, Jakob Andert
8citations -
A Multiscale Approach for Estimating Permeability Properties of Polymers with Complex Aromatic Backbones: A Case Study on Diffusivity of Small Gas Molecules in Polyphenylene Ether2020 Macromolecular Theory and Simulations article Engineering Membrane Separation and Gas Transport
Augustinus J. M. Sweere, Bhaskar Patham, Vijayakumar Sugur, Jan‐Willem Handgraaf
5citations