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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 -
Forecasting from LiDAR via Future Object Detection2022 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Engineering Autonomous Vehicle Technology and Safety
Neehar Peri, Jonathon Luiten, Mengtian Li, Aljoša Ošep, Laura Leal-Taixé, Deva Ramanan
34citations -
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 -
Supplementary dataset for paper: "Approximate non-linear model predictive control with safety-augmented neural networks"2023 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Engineering Advanced Control Systems Optimization Open access
Henrik Hose, Johannes Köhler, Melanie N. Zeilinger, Sebastian Trimpe
0citations -
Supplementary dataset for paper: "Approximate non-linear model predictive control with safety-augmented neural networks"2023 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Engineering Advanced Control Systems Optimization Open access
Henrik Hose, Johannes Köhler, Melanie N. Zeilinger, Sebastian Trimpe
0citations