J. Voggesberger, P. Reimann, und B. Mitschang. Proceedings of the 25th International Conference on Enterprise Information Systems, 1, Seite 615-622. Setúbal, SciTePress, (2023)
J. Pelzer. Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.
J. Pelzer. Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.
J. Pelzer, und C. Verburg. Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.
J. Pelzer. Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.
J. Pelzer. Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.
Y. Li, P. Hirmer, und C. Stach. 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), Seite 583-588. IEEE, (2023)
A. Fieschi, Y. Li, P. Hirmer, C. Stach, und B. Mitschang. Service-Oriented Computing : 17th Symposium and Summer School, SummerSOC 2023, Heraklion, Crete, Greece, June 25 – July 1, 2023, Revised Selected Papers, 1847, Seite 59-68. Cham, Springer, (2023)
D. Schneider, und B. Uekermann. Software, (2024)Related to: D. Schneider and B. Uekermann, "Efficient Partition-of-Unity Radial-Basis Function Interpolation for Coupled Problems", SIAM Journal on Scientific Computing, (Accepted), 2024.
J. Pelzer. Dataset, (2024)Related to: Johanna Trick. "Erweiterung eines Convolutional Neural Network auf 3D zur Modellierung von Grundwasserwärmepumpen". Bachelor Thesis (2024). (unpublished).
D. Schneider, M. Yurt, F. Simonis, und B. Uekermann. Software, (2024)Related to: David Schneider, Muhammed Kürşat Yurt, Frédéric Simonis and Benjamin Uekermann. "ASTE: An artificial solver testing environment for partitioned coupling with preCICE." Journal of Open Source Software, 9(103), 7127. doi: 10.21105/joss.07127.
J. Pelzer. Dataset, (2024)Related to: Miliczek, Pascal. "Rotational Equivariance in Convolutional Neural Networks (CNNs) for Modelling Heat Plumes of Heat Pumps in Groundwater". Bachelor Thesis (2024). doi: 10.18419/opus-15412.
J. Pelzer. Dataset, (2024)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.
C. Homs Pons, D. Schneider, F. Simonis, M. Schulte, und B. Uekermann. Software, (2024)Related to: Carme Homs-Pons, David Schneider, Frederic Simonis, Miriam Schulte, and Benjamin Uekermann. “Partitioned Multiphysics Simulation of an Electrophysiological Three-Tendon-Biceps Model” (in review).
A. Jaust, K. Weishaupt, M. Mehl, und B. Flemisch. Finite Volumes for Complex Applications IX : Methods, Theoretical Aspects, Examples, 323, Seite 605-613. Cham, Springer, (2020)
D. Schneider, T. Schrader, und B. Uekermann. 10th edition of the International Conference on Computational Methods for Coupled Problems in Science and Engineering, Barcelona, Scipedia, S.L., (2023)
T. Pollinger, A. Craen, C. Niethammer, M. Breyer, und D. Pflüger. SC '23 : Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, Seite 84. New York, Association for Computing Machinery, (2023)
J. Pelzer. Software, (2024)Related to: Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. doi: 10.1016/j.geoen.2024.212788.
J. Pelzer. Software, (2024)Related to: Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. doi: 10.1016/j.geoen.2024.212788.
C. Homs Pons, und R. Lautenschlager. Software, (2024)Related to: Coupled Simulations and Parameter Inversion for Neural System and Electrophysiological Muscle Models, submitted to GAMM Mitteilungen.
S. Hirschmann, M. Lahnert, C. Schober, M. Brunn, M. Mehl, und D. Pflüger. High performance computing in science and engineering '18 : transactions of the High Performance Computing Center, Stuttgart (HLRS) 2018, Seite 409-423. Cham, Springer, (2019)
J. Pelzer. Dataset, (2023)Related to: Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. doi: 10.1016/j.geoen.2024.212788.
J. Pelzer. Dataset, (2023)Related to: Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. doi: 10.1016/j.geoen.2024.212788.
J. Pelzer. Dataset, (2023)Related to: Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. doi: 10.1016/j.geoen.2024.212788.
J. Pelzer. Dataset, (2023)Related to: Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. doi: 10.1016/j.geoen.2024.212788.
J. Kühnert, D. Göddeke, und M. Herschel. 13th International Workshop on Theory and Practice of Provenance, Seite 1-4. Red Hook, Curran Associates, Inc., (2021)
F. Huber, P. Bürkner, D. Göddeke, und M. Schulte. Dataset, (2023)Related to: Huber, Felix; Bürkner, Paul-Christian; Göddeke, Dominik; Schulte, MiriamKnowledge-Based Modeling of Simulation Behavior for Bayesian OptimizationComputational Mechanics (submitted).
T. Schrader, D. Schneider, und B. Uekermann. Software, (2023)Related to: David Schneider, Timo Pierre Schrader, Benjamin Uekermann: "Data-Parallel Radial-Basis Function Interpolation in preCICE", In: X International Conference on Computational Methods for Coupled Problems in Science and Engineering. 2023. doi: 10.23967/c.coupled.2023.016.
L. Willeke, D. Schneider, und B. Uekermann. Software, (2023)Related to: Willeke, Leonard; Schneider, David; Uekermann, Benjamin; 2023; "A preCICE-FMI runner to Couple FMUs to PDE-Based Simulations" (submitted).
A. Baier, D. Aspandi Latif, und S. Staab. Software, (2023)Related to: Alexandra Baier, Decky Aspandi and Steffen Staab, "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks", Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23), 2023.
A. Baier, und D. Frank. Software, (2023)Related to: Baier, Alexandra, Boukhers, Zeyd, & Staab, Steffen (2021). Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction. ArXiv, abs/2103.06727. arXiv: abs/2103.06727.
J. Ziegler, P. Reimann, C. Schulz, F. Keller, und B. Mitschang. 2022 IEEE 23rd International Conference on Information Reuse and Integration for Data Science (IRI), Seite 222-227. Piscataway, IEEE, (2022)
M. Spieß, P. Reimann, C. Weber, und B. Mitschang. Proceedings of the 24th International Conference on Enterprise Information Systems, 1, Seite 394-405. Setúbal, SciTePress, (2022)
R. Leiteritz, M. Hurler, und D. Pflüger. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), Seite 1668-1673. Piscataway, IEEE, (2021)
J. Ziegler, P. Reimann, F. Keller, und B. Mitschang. Advanced Information Systems Engineering : 32nd International Conference, CAiSE 2020, Grenoble, France, June 8-12, 2020, Proceedings, 12127, Seite 213-228. Cham, Springer, (2020)
M. Takamoto, T. Praditia, R. Leiteritz, D. MacKinlay, F. Alesiani, D. Pflüger, und M. Niepert. Dataset, (2022)Related to: Takamoto, M., Praditia, T., Leiteritz, R., MacKinlay, D., Alesiani, F., Pflüger, D. and Niepert, M.: PDEBench: An Extensive Benchmark for Scientific Machine Learning. submitted to the 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks. arXiv: 2210.07182.
M. Takamoto, T. Praditia, R. Leiteritz, D. MacKinlay, F. Alesiani, D. Pflüger, und M. Niepert. Dataset, (2022)Related to: Takamoto, M., Praditia, T., Leiteritz, R., MacKinlay, D., Alesiani, F., Pflüger, D. and Niepert, M.: PDEBench: An Extensive Benchmark for Scientific Machine Learning. submitted to the 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks.
