864 Results

1. 2023

2. Published

   Feasibility Analysis of POD and Deep-Autoencoder for Reduced Order Modelling: Indoor Environment CFD Prediction

   Wang, S., Chen, X. & Geyer, P., 2023, In: Building Simulation Conference Proceedings. 18, p. 647-654 8 p.

   Research output: Contribution to journal › Conference article › Research › peer review

3. Published

   ForceFormer: Exploring Social Force and Transformer for Pedestrian Trajectory Prediction

   Zhang, W., Cheng, H., Johora, F. T. & Sester, M., 2023, 2023 IEEE Intelligent Vehicles Symposium (IV). Institute of Electrical and Electronics Engineers Inc., (IEEE Intelligent Vehicles Symposium).

   Research output: Chapter in book/report/conference proceeding › Conference contribution › Research

4. Published

   Genetic Assessment Agent for High-School Student and Machine Co-Learning Model Construction on Computational Intelligence Experience

   Lee, C. S., Wang, M. H., Chen, C. Y., Yang, F. J. & Dockhorn, A., 2023, 2023 IEEE Congress on Evolutionary Computation, CEC 2023. Institute of Electrical and Electronics Engineers Inc.

   Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

5. Published

   HVAC System Performance Modeling Using Component-Based Machine Learning

   Nabavi, S. A., Saluz, U., Wolf, M. & Geyer, P., 2023, In: Building Simulation Conference Proceedings. 18, p. 2680-2687 8 p.

   Research output: Contribution to journal › Conference article › Research › peer review

6. Published

   Implementation and Evaluation of Networked Model Predictive Control System on Universal Robot

   Noroozi, M. & Wang, K., 2023, 2023 8th International Conference on Robotics and Automation Engineering, ICRAE 2023. Institute of Electrical and Electronics Engineers Inc., p. 66-71 6 p.

   Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

7. Published

   Pathway toward prior knowledge-integrated machine learning in engineering

   Chen, X. & Geyer, P., 2023, In: Building Simulation Conference Proceedings. 18, p. 2331-2338 8 p.

   Research output: Contribution to journal › Conference article › Research › peer review

8. Published

   QOMPLIANCE: Declarative Data-Centric Policy Compliance

   Oudejans, D., Zorin, A. & Rellermeyer, J. S., 2023, Proceedings of the 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2023. Institute of Electrical and Electronics Engineers Inc.

   Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

9. Published

   Reliability Parameterised Distribution Grid Flexibility Aggregation Considering Renewable Uncertainties

   Majumdar, N., Kengkat, P., Yermekbayev, R. & Hofmann, L., 2023, 58th International Universities Power Engineering Conference, UPEC 2023. Institute of Electrical and Electronics Engineers Inc., (International Universities Power Engineering Conference).

   Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

10. Published

    Robust Stability of Gaussian Process Based Moving Horizon Estimation

    Wolff, T. M., Lopez, V. G. & Müller, M. A., 2023, 2023 62nd IEEE Conference on Decision and Control, CDC 2023. Institute of Electrical and Electronics Engineers Inc., p. 4087-4093 7 p. (Proceedings of the IEEE Conference on Decision and Control).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

11. Published

    Spectral Density Estimation Of Stochastic Processes Under Missing Data And Uncertainty Quantification With Bayesian Deep Learning

    Chen, Y., Patelli, E., Edwards, B. & Beer, M., 2023, Ecomas Proceedia UNCECOMP 2023. National Technical University of Athens, (International Conference on Uncertainty Quantification in Computational Science and Engineering; vol. 5).

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review

12. Published

    Stability Analysis for Frequency Tunable Bandpass Delta-Sigma ADC Architectures

    Flemming, J., Wicht, B. & Witte, P., 2023, Proceedings - 2023 19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design, SMACD 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2023 19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design, SMACD 2023).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

13. Published

    The ΔV-Method: An Intuitive Method for Analyzing Soft-Charging Capabilities of Hybrid Switched-Capacitor DC-DC Converters

    Henriksen, M. M., Otten, J., Gehl, A. & Wicht, B., 2023, 2023 IEEE 24th Workshop on Control and Modeling for Power Electronics (COMPEL). p. 1-6 6 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

14. Published

    Uncertainty Estimation for Connectionist Temporal Classification Based Automatic Speech Recognition

    Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., Lüdtke, U. & Ostermann, J., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 4583-4587 5 p.

    Research output: Contribution to journal › Conference article › Research › peer review

15. Published

    UNCERTAINTYQUANTIFICATION.JL: A NEW FRAMEWORK FOR UNCERTAINTY QUANTIFICATION IN JULIA

    Behrensdorf, J., Gray, A., Broggi, M. & Beer, M., 2023, Eccomas Proceedia UNCECOMP (2023). Papadrakakis, M., Papadopoulos, V. & Stefanou, G. (eds.). Athens: National Technical University of Athens, p. 419-436 18 p. (UNCECOMP Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

16. 2022

17. Published

    Simulation of the dynamic behavior of viscoelastic structures with random material parameters using time-separated stochastic mechanics

    Geisler, H., Nagel, J. & Junker, P., 25 Dec 2022, In: International Journal of Solids and Structures. 259, 112012.

    Research output: Contribution to journal › Article › Research › peer review

18. Published

    Quantifying the uncertainties in modeling soft composites via a multiscale approach

    Hamdia, K. M. & Ghasemi, H., 1 Dec 2022, In: International Journal of Solids and Structures. 256, 111959.

    Research output: Contribution to journal › Article › Research › peer review

19. Published

    Space-time formulation, discretization, and computational performance studies for phase-field fracture optimal control problems

    Khimin, D., Steinbach, M. C. & Wick, T., 1 Dec 2022, In: Journal of computational physics. 470, 111554.

    Research output: Contribution to journal › Article › Research › peer review

20. Published

    Analysis of three-dimensional potential problems in non-homogeneous media with physics-informed deep collocation method using material transfer learning and sensitivity analysis

    Guo, H., Zhuang, X., Chen, P., Alajlan, N. & Rabczuk, T., Dec 2022, In: Engineering with computers. 38, 6, p. 5423-5444 22 p.

    Research output: Contribution to journal › Article › Research › peer review

21. Published

    Investigations on the Specifics of Laser Power Modulation in Laser Beam Welding of Round Bars

    Grajczak, J., Nowroth, C., Coors, T., Twiefel, J., Wallaschek, J., Saure, F., Pape, F., Poll, G., Nothdurft, S., Hermsdorf, J. & Kaierle, S., Dec 2022, In: Lasers in Manufacturing and Materials Processing. 9, 4, p. 469-480 12 p.

    Research output: Contribution to journal › Article › Research › peer review

22. Published

    Stochastic deep collocation method based on neural architecture search and transfer learning for heterogeneous porous media

    Guo, H., Zhuang, X., Chen, P., Alajlan, N. & Rabczuk, T., Dec 2022, In: Engineering with computers. 38, 6, p. 5173-5198 26 p.

    Research output: Contribution to journal › Article › Research › peer review