Publications
- 2025
Batteries – Batteries General – Charge-Discharge: Alternating Currents and Ripples
Goldammer, E., Droese, D., Gentejohann, M., Schlüter, M., Weber, D., Gühmann, C., Dieckerhoff, S. & Kowal, J., 2025, Encyclopedia of Electrochemical Power Sources. Vol. 2. p. 758-768Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research
- 2024
- Published
FranSys—A Fast Non-Autoregressive Recurrent Neural Network for Multi-Step Ahead Prediction
Weber, D. O. M., Gühmann, C. & Seel, T., 2024, In: IEEE ACCESS. 12, p. 145130 - 145147 18 p.Research output: Contribution to journal › Article › Research › peer review
- 2022
- Published
The Impact of an Overlaid Ripple Current on Battery Aging: The Development of the SiCWell Dataset
Goldammer, E., Gentejohann, M., Schlüter, M., Weber, D., Wondrak, W., Dieckerhoff, S., Gühmann, C. & Kowal, J., 31 Jan 2022, In: Batteries. 8, 2, 11.Research output: Contribution to journal › Article › Research › peer review
RNN-based Observability Analysis for Magnetometer-Free Sparse Inertial Motion Tracking
Bachhuber, S., Weber, D., Weygers, I. & Seel, T., 2022, 2022 25th International Conference on Information Fusion, FUSION 2022. Institute of Electrical and Electronics Engineers Inc., (2022 25th International Conference on Information Fusion, FUSION 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2021
RIANN—A Robust Neural Network Outperforms Attitude Estimation Filters
Weber, D., Gühmann, C. & Seel, T., Sept 2021, In: AI (Switzerland). 2, 3, p. 444-463 20 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Non-Autoregressive vs Autoregressive Neural Networks for System Identification
Weber, D. & Gühmann, C., 2021, IFAC-PapersOnLine. 20 ed. Vol. 54. p. 692-698 7 p. (IFAC-PapersOnLine).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2020
Neural networks versus conventional filters for inertial-sensor-based attitude estimation
Weber, D., Guhmann, C. & Seel, T., Jul 2020, Proceedings of 2020 23rd International Conference on Information Fusion, FUSION 2020. Institute of Electrical and Electronics Engineers Inc., 9190634. (Proceedings of 2020 23rd International Conference on Information Fusion, FUSION 2020).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review