Publications of the year 2021

Proceedings (15)

1. E. Dierkes, K. Flaßkamp.
   Learning Hamiltonian Systems considering System Symmetries in Neural Networks.
   The 7th IFAC Workshop on Lagrangian and Hamiltonian Methods for Nonlinear Control, 11.10-13.10.2021, Berlin, Germany.
   

   DOI: 10.1016/j.ifacol.2021.11.080

2. E. Dierkes, K. Flaßkamp.
   Learning Mechanical Systems by Hamiltonian Neural Networks.
   GAMM 91st Annual Meeting of the international Association of Applied Mathematics and Mechanics, online, 15.03.2021 - 19.03.2021.
   Proceedings in Applied Mathematics & Mechanics, 21(1), WILEY-VCH, 2021.

   DOI: 10.1002/pamm.202100116

3. E. Dierkes, F. Jung, C. Büskens.
   Data-based models of drive technology for automation in automotive production.
   GAMM 91st Annual Meeting of the international Association of Applied Mathematics and Mechanics, online, 15.03.2021 - 19.03.2021.
   Proceedings in Applied Mathematics & Mechanics, 20(1), WILEY-VCH, 2021.

   DOI: 10.1002/pamm.202000286

4. E. Dierkes, C. Meerpohl, K. Flaßkamp, C. Büskens.
   Estimation and Mapping of System-Surface Interaction by Combining Nonlinear Optimization and Machine Learning.
   Third IFAC Conference on Modelling, Identification and Control of Nonlinear Systems, 15.09-17.09.2021.
   

   DOI: 10.1016/j.ifacol.2021.10.342

5. M. Hoefer, K. Schewior, D. Schmand.
   Stochastic Probing with Increasing Precision.
   2021 International Joint Conference on Artificial Intelligence (IJCAI 2021), Montreal, Canada.
   

   DOI: 10.24963/ijcai.2021/560

6. M. Höffmann, S. Roy, A. Berger, W. Bergmann, K. W. Chan, M. Shubbak, J. Langhorst, T. Schnauder, C. Büskens.
   Wind Affected Maneuverability of Tugboat-Controlled Ships.
   13th IFAC Conference on Control Applications in Marine Systems, Robotics, and Vehicles, 22.09.-24.09.2021.
   Proceedings of the 13th IFAC Conference on Control Applications in Marine Systems, Robotics, and Vehicles, 54(16):70-75, 2021.

   DOI: 10.1016/j.ifacol.2021.10.075
   online at: https://www.sciencedirect.com/science/article/pii/S2405896321014774

7. D. Klosa, A. Mallek, C. Büskens.
   Short-Term Traffic Flow Forecast Using Regression Analysis and Graph Convolutional Neural Networks.
   2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys), 20.12-22.12.2021.
   Haikou, Hainan, China, IEEE Xplore, pp. 1413-1418, 2021.

   DOI: 10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00212

8. M. Lachmann, C. Büskens.
   A Hybrid Approach for Data-Based Models Using a Least-Squares Regression.
   OLA 2021 Int. Conf on Optimization and Learning.
   

   DOI: 10.1007/978-3-030-85672-4_5

9. I. Mykhailiuk, K. Flaßkamp, C. Büskens, K. Schäfer.
   On the Computation of Convergence Regions for Sequential Nonlinear Programming Problems.
   GAMM 91st Annual Meeting of the international Association of Applied Mathematics and Mechanics, online, 15.03.2021 - 19.03.2021.
   Proceedings in Applied Mathematics & Mechanics, 20(1), WILEY-VCH, 2021.

   DOI: 10.1002/pamm.202000281

10. I. Mykhailiuk, K. Schäfer, C. Büskens.
    Stability Score for Local Solutions of Unconstrained Parametric Nonlinear Programs.
    GAMM 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics , 15.08-18.08.2022.
    Proceedings in Applied Mathematics & Mechanics, 21(1), Wiley, 2021.

    DOI: 10.1002/pamm.202100215

11. M. Runge, K. Flaßkamp, C. Büskens.
    Real-time parameter estimation for sensitivity-based LQ regulator adaptation .
    GAMM 91st Annual Meeting of the international Association of Applied Mathematics and Mechanics, online, 15.03.2021 - 19.03.2021.
    Proceedings in Applied Mathematics & Mechanics, 20(1), WILEY-VCH, 2021.

    DOI: 10.1002/pamm.202000292

12. K. Schäfer, J. Fliege, K. Flaßkamp, C. Büskens.
    Reformulating Bilevel Problems by SQP Embedding.
    GAMM 91st Annual Meeting of the international Association of Applied Mathematics and Mechanics, online, 15.03.2021 - 19.03.2021.
    Proceedings in Applied Mathematics & Mechanics, WILEY-VCH, 2021.

    DOI: 10.1002/pamm.202000302

13. M. Schmidt.
    Around the clock - capsule networks and image transformations.
    PAMM.
    Proceedings in Applied Mathematics and Mechanics, 20(1):e202000179, 2021.

    DOI: 10.1002/pamm.202000179
    online at: https://onlinelibrary.wiley.com/doi/abs/10.1002/pamm.202000179

14. M. Schmidt, A. Denker, J. Leuschner.
    The Deep Capsule Prior - advantages through complexity.
    GAMM 91st Annual Meeting of the international Association of Applied Mathematics and Mechanics, online, 15.03.2021 - 19.03.2021.
    Proceedings in Applied Mathematics & Mechanics, 21(1), WILEY-VCH, 2021.

    DOI: 10.1002/pamm.202100166

15. M. Wiesner, K. Schäfer, W. Bergmann, A. Berger, P. Shulpyakov, C. Dittert, C. Büskens.
    Analyzing the Influence of Measurements in Dynamical Parameter Identification Using Parametric Sensitivities.
    Third IFAC Conference on Modelling, Identification and Control of Nonlinear Systems, 15.09-17.09.2021.
    

    DOI: 10.1016/j.ifacol.2021.10.320