1. 2024
  2. Published

    TIGQA: An Expert-Annotated Question-Answering Dataset in Tigrinya

    Teklehaymanot, H. K., Fazlija, D., Ganguly, N., Patro, G. K. & Nejdl, W., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation : LREC-COLING 2024. Calzolari, N., Kan, M-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). p. 16142-16161 20 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  3. 2023
  4. Published

    SPaRKLE: Symbolic caPtuRing of knowledge for Knowledge graph enrichment with LEarning

    Purohit, D., Chudasama, Y., Rivas, A. & Vidal, M. E., 5 Dec 2023, K-CAP '23: Proceedings of the 12th Knowledge Capture Conference 2023. p. 44-52 9 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  5. Published

    Unraveling the Hepatitis B Cure: A Hybrid AI Approach for Capturing Knowledge about the Immune System's Impact

    Dost, S., Rivas, A., Begali, H., Ziegler, A., Aliabadi, E., Cornberg, M., Kraft, A. R. & Vidal, M. E., 5 Dec 2023, K-CAP '23: Proceedings of the 12th Knowledge Capture Conference 2023. p. 241-249 9 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  6. Published

    Mixed virtual element formulations for incompressible and inextensible problems

    Böhm, C., Korelc, J., Hudobivnik, B., Kraus, A. & Wriggers, P., Dec 2023, In: Computational mechanics. 72, 6, p. 1141-1174 34 p.

    Research output: Contribution to journalArticleResearchpeer review

  7. Published

    Smartphone Based Detection of Vehicle Encounters

    Schimansky, T. P. J., Wage, O., Golze, J. & Feuerhake, U., 15 Nov 2023, IWCTS 2023 - Proceedings of the 16th ACM SIGSPATIAL International Workshop on Computational Transportation Science. Omitaomu, O. A., Berres, A. & Xu, H. (eds.). p. 42-51 10 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  8. Published

    Semi-reduced order stochastic finite element methods for solving contact problems with uncertainties

    Zheng, Z. & Nackenhorst, U., Nov 2023, In: Computational mechanics. 72, 5, p. 991-1008 18 p.

    Research output: Contribution to journalArticleResearchpeer review

  9. Published

    A machine learning approach coupled with polar coordinate based localized collocation method for inner surface identification in heat conduction problem

    Chu, W. H., Fu, Z. J., Tang, Z. C., Xu, W. Z. & Zhuang, X. Y., 15 Oct 2023, In: Computers and Mathematics with Applications. 148, p. 41-61 21 p.

    Research output: Contribution to journalArticleResearchpeer review

  10. Published

    Spline-based smooth beam-to-beam contact model

    Faccio Júnior, C. J., Gay Neto, A. & Wriggers, P., Oct 2023, In: Computational mechanics. 72, 4, p. 663-692 30 p.

    Research output: Contribution to journalArticleResearchpeer review

  11. Published

    RelTR: Relation Transformer for Scene Graph Generation

    Cong, Y., Yang, M. Y. & Rosenhahn, B., 1 Sept 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 9, p. 11169 - 11183 15 p.

    Research output: Contribution to journalArticleResearchpeer review

  12. Published

    Physics-informed deep learning for three-dimensional transient heat transfer analysis of functionally graded materials

    Guo, H., Zhuang, X., Fu, X., Zhu, Y. & Rabczuk, T., Sept 2023, In: Computational mechanics. 72, 3, p. 513-524 12 p.

    Research output: Contribution to journalArticleResearchpeer review

  13. Published

    Physics-informed deep learning for melting heat transfer analysis with model-based transfer learning

    Guo, H., Zhuang, X., Alajlan, N. & Rabczuk, T., 1 Aug 2023, In: Computers and Mathematics with Applications. 143, p. 303-317 15 p.

    Research output: Contribution to journalArticleResearchpeer review

  14. Published

    Training agents for unknown logistics problems

    Schmid, E. & Becker, M., 24 Jul 2023, GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. p. 243-246 4 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  15. Published

    Efficient multiscale modeling of heterogeneous materials using deep neural networks

    Aldakheel, F., Elsayed, E. S., Zohdi, T. I. & Wriggers, P., Jul 2023, In: Computational mechanics. 72, 1, p. 155-171 17 p.

    Research output: Contribution to journalArticleResearchpeer review

  16. Published

    U p -Net: a generic deep learning-based time stepper for parameterized spatio-temporal dynamics

    Stender, M., Ohlsen, J., Geisler, H., Chabchoub, A., Hoffmann, N. & Schlaefer, A., Jun 2023, In: Computational mechanics. 71, 6, p. 1227–1249 23 p.

    Research output: Contribution to journalArticleResearchpeer review

  17. Published

    DC operating points of nonlinear circuits and generalized Carleman linearization

    Weber, H. & Mathis, W., 19 May 2023, In: COMPEL - The International Journal for Computation and Mathematics in Electrical and Electronic Engineering. 42, 3, p. 787-803 17 p.

    Research output: Contribution to journalArticleResearchpeer review

  18. Published

    Process Chain-Oriented Design Evaluation of Multi-Material Components by Knowledge-Based Engineering

    Herrmann, K., Plappert, S., Gembarski, P. C. & Lachmayer, R., 10 May 2023, In: Algorithms. 16, 5, 247.

    Research output: Contribution to journalArticleResearchpeer review

  19. Published

    A fully implicit and thermodynamically consistent finite element framework for bone remodeling simulations

    Bittens, M. & Nackenhorst, U., May 2023, In: Computational mechanics. 71, 5, p. 853-866 14 p.

    Research output: Contribution to journalArticleResearchpeer review

  20. Published

    A new mixed method for the biharmonic eigenvalue problem

    Kosin, V., Beuchler, S. & Wick, T., 15 Apr 2023, In: Computers and Mathematics with Applications. 136, p. 44-53 10 p.

    Research output: Contribution to journalArticleResearchpeer review

  21. Published

    The Tiny-Tasks Granularity Trade-Off: Balancing Overhead Versus Performance in Parallel Systems

    Bora, S., Walker, B. & Fidler, M., 1 Apr 2023, In: IEEE Transactions on Parallel and Distributed Systems. 34, 4, p. 1128-1144 17 p.

    Research output: Contribution to journalArticleResearchpeer review

  22. 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. (International Conference on Uncertainty Quantification in Computational Science and Engineering; vol. 5).

    Research output: Chapter in book/report/conference proceedingContribution to book/anthologyResearchpeer review

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