Publications

Andrea Barth, and Andreas Stein. A stochastic transport problem with Lévy noise: Fully discrete numerical approximation.. Mathematics and Computers in Simulation, (227):347-370, 2025. [PUMA: EXC2075 PN5 PN5-11 selected] URL

Juan Carlos del Valle, Pilar Redondo, Johannes Kästner, and Germán Molpeceres. Formation of the Interstellar Sugar Precursor, (Z)-1,2-Ethenediol, through Radical Reactions on Dust Grains. Astrophys. J., (974):129, 2024. [PUMA: EXC2075 PN3 PN3-4(II) selected] URL

Patrick M. Becker, Katja Heinze, Biprajit Sarkar, and Johannes Kästner. Redox−Acid/Base Phase Diagrams as an Entry to Computational Redox Chemistry. ChemElectroChem, (11)20:e202400301, 2024. [PUMA: EXC2075 PN3 PN3-4(II) selected] URL

R. Herkert, P. Buchfink, B. Haasdonk, J. Rettberg, and J. Fehr. Randomized Symplectic Model Order Reduction for Hamiltonian Systems. In Ivan Lirkov, and Svetozar Margenov (Eds.), Large-Scale Scientific Computations, 99--107, Springer Nature Switzerland, Cham, 2024. [PUMA: EXC2075 PN3 PN3A-8 PN5 PN5-7 PN6 PN6-1(II) misc]

Dirk Väth, Pascal Tilli, and Ngoc Thang Vu. Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 114--123, 2021. [PUMA: EXC2075 PN6 PN6-5 PN6-5(II) selected]

Raphael Leiteritz, Marcel Hurler, and Dirk Pflüger. Learning Free-Surface Flow with Physics-Informed Neural Networks. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 1664-1669, 2021. [PUMA: EXC2075 PN6 PN6-2 selected]

Maximilian Fleck, Samir Darouich, Niels Hansen, and Joachim Gross. TAMie Force Field for Alkanethiols: Multifidelity Gaussian Processes for Dealing with Scarce Experimental Data. The Journal of Physical Chemistry B, (128)39:9544–9552, American Chemical Society (ACS), September 2024. [PUMA: EXC2075 PN3-8 PN3-8(II) selected] URL

Matthew Millard, Norman Stutzig, Jörg Fehr, and Tobias Siebert. A benchmark of muscle models to length changes great and small. Journal of the Mechanical Behavior of Biomedical Materials, (160):106740, 2024. [PUMA: EXC2075 PN2] URL

Lucas Möller, Pascal Tilli, Ngoc Thang Vu, and Sebastian Padó. Explaining Vision-Language Similarities in Dual Encoders with Feature-Pair Attributions. 2024. [PUMA: EXC2075 PN6-5 PN6-5(II) misc] URL

Mathias S. Feinler, and Bernadette N. Hahn. Learned RESESOP for solving inverse problems with inexact forward operator. 2024. [PUMA: EXC2075 PN1 PN1-10 misc] URL

Esra Dönmez, Pascal Tilli, Hsiu-Yu Yang, Ngoc Thang Vu, and Carina Silberer. HNC: Leveraging Hard Negative Captions towards Models with Fine-Grained Visual-Linguistic Comprehension Capabilities. In Jing Jiang, David Reitter, and Shumin Deng (Eds.), Proceedings of the 27th Conference on Computational Natural Language Learning (CoNLL), 364--388, Association for Computational Linguistics, Singapore, December 2023. [PUMA: EXC2075 PN6-5 PN6-5(II) selected] URL

Corinna Coenning, Volker Rieg, Tobias Siebert, and Veit Wank. Impact of contraction intensity and ankle joint angle on calf muscle fascicle length and pennation angle during isometric and dynamic contractions. In Tobias Siebert (Eds.), Scientific Reports, (14)1:24929, Oct 22, 2024. [PUMA: EXC2075 PN2 PN2-8Siebert selected] URL

Jonas Kneifl, Jörg Fehr, Steven L. Brunton, and J. Nathan Kutz. Multi-hierarchical surrogate learning for explicit structural dynamical systems using graph convolutional neural networks. Computational Mechanics, Oct 5, 2024. [PUMA: EXC2075 PN7 PN7-6(II) selected] URL

Ángel D\'ıaz Carral, Magnus Ostertag, and Maria Fyta. Deep learning for nanopore ionic current blockades. The Journal of Chemical Physics, (154)4:044111, AIP Publishing, January 2021. [PUMA: EXC2075 PN3 PN3-7 selected] URL

Pascal Tilli, and Ngoc Thang Vu. Intrinsic Subgraph Generation for Interpretable Graph Based Visual Question Answering. In Nicoletta Calzolari, Min-Yen Kan, Veronique Hoste, Alessandro Lenci, Sakriani Sakti, and Nianwen Xue (Eds.), Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 9204--9223, ELRA and ICCL, Torino, Italia, May 2024. [PUMA: EXC2075 PN6-5 PN6-5(II) selected] URL

Teng Xu, Sinan Xiao, Sebastian Reuschen, Nils Wildt, Harrie-Jan Hendricks Franssen, and Wolfgang Nowak. Towards a community-wide effort for benchmarking in subsurface hydrological inversion: benchmarking cases, high-fidelity reference solutions, procedure and a first comparison. Hydrology and Earth System Sciences, 2024 (accepted). [PUMA: EXC2075 PN5 selected]

Sarina Meyer, Pascal Tilli, Pavel Denisov, Florian Lux, Julia Koch, and Ngoc Thang Vu. Anonymizing Speech with Generative Adversarial Networks to Preserve Speaker Privacy. 2022 IEEE Spoken Language Technology Workshop (SLT), 912--919, 2023. [PUMA: EXC2075 PN6 PN6-5 PN6-5(II) misc]

Noel Schäfer, Sebastian Künzel, Tanja Munz-Körner, Pascal Tilli, Sandeep Vidyapu, Ngoc Thang Vu, and Daniel Weiskopf. Visual Analysis of Scene-Graph-Based Visual Question Answering. Proceedings of the 16th International Symposium on Visual Information Communication and Interaction, Association for Computing Machinery, New York, NY, USA, 2023. [PUMA: EXC2075 PN6-5 PN6-5(II) selected] URL

Fabian Kempter, Lorena Lantella, Norman Stutzig, Jörg Fehr, and Tobias Siebert. Role of Rotated Head Postures on Volunteer Kinematics and Muscle Activity in Braking Scenarios Performed on a Driving Simulator. Annals of Biomedical Engineering, (51):771–782, April 2024. [PUMA: EXC2075 PN2 selected] URL

Sibylle Hermann, and Jörg Fehr. Documenting Research in Simulation Science to Enhance Understanding for Reusability. Royal Society Open Science, (11)10October 2024. [PUMA: EXC2075 PNX selected]