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9720 Publications


2023 | Journal Article | LibreCat-ID: 46213
Weber D, Schenke M, Wallscheid O. Steady-State Error Compensation for Reinforcement Learning-Based Control of Power Electronic Systems. IEEE Access. 2023;11:76524-76536. doi:10.1109/access.2023.3297274
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2023 | Conference Paper | LibreCat-ID: 46212
Weber D, Schenke M, Wallscheid O. Safe Reinforcement Learning-Based Control in Power Electronic Systems. In: 2023 International Conference on Future Energy Solutions (FES). IEEE; 2023. doi:10.1109/fes57669.2023.10182718
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2023 | Preprint | LibreCat-ID: 46229
Lienen C, Nowosad AP, Platzner M. Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms.
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2023 | Mastersthesis | LibreCat-ID: 46221
N. N. Improving the End-of-Line Test of Custom-Built Geared Motors Using Clustering Based on Neural Networks.; 2023.
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2023 | Journal Article | LibreCat-ID: 46251 | OA
Demir C, Ngonga Ngomo A-C. Neuro-Symbolic Class Expression Learning. International Joint Conference on Artificial Intelligence. Published online 2023.
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2023 | Journal Article | LibreCat-ID: 46256
Ma Y, Mattiolo D, Steffen E, Wolf IH. Pairwise Disjoint Perfect Matchings in r-Edge-Connected r-Regular Graphs. SIAM Journal on Discrete Mathematics. 2023;37(3):1548-1565. doi:10.1137/22m1500654
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2023 | Conference Paper | LibreCat-ID: 43228
Wu X, Kenter T, Schade R, Kühne T, Plessl C. Computing and Compressing Electron Repulsion Integrals on FPGAs. In: 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM). ; 2023:162-173. doi:10.1109/FCCM57271.2023.00026
LibreCat | DOI | Download (ext.) | arXiv
 

2023 | Journal Article | LibreCat-ID: 45361 | OA
Schade R, Kenter T, Elgabarty H, Lass M, Kühne T, Plessl C. Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics. The International Journal of High Performance Computing Applications. Published online 2023. doi:10.1177/10943420231177631
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2023 | Conference Paper | LibreCat-ID: 45913
Clausing L, Guetattfi Z, Kaufmann P, Lienen C, Platzner M. On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64. In: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC). ; 2023.
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2023 | Dissertation | LibreCat-ID: 45780 | OA
Tornede A. Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions.; 2023. doi:10.17619/UNIPB/1-1780
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2023 | Conference Paper | LibreCat-ID: 45578
Kress C, Schwabe T, Silberhorn C, Scheytt JC. Generation of 100 GHz Periodic Nyquist Pulses using Cascaded Mach-Zehnder Modulators in a Silicon Electronic-Photonic Platform. In: Conference on Lasers and Electro-Optics (CLEO) 2023. Optica Publishing Group; 2023. doi:https://doi.org/10.1364/CLEO_SI.2023.SF1P.6
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2023 | Conference Paper | LibreCat-ID: 42163 | OA
Offen C, Ober-Blöbaum S. Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves. In: Nielsen F, Barbaresco F, eds. Geometric Science of Information. Vol 14071. Lecture Notes in Computer Science (LNCS). Springer, Cham.; 2023:569-579. doi:10.1007/978-3-031-38271-0_57
LibreCat | Files available | DOI | arXiv
 

2023 | Journal Article | LibreCat-ID: 29240 | OA
Ober-Blöbaum S, Offen C. Variational Learning of Euler–Lagrange Dynamics from Data. Journal of Computational and Applied Mathematics. 2023;421:114780. doi:10.1016/j.cam.2022.114780
LibreCat | Files available | DOI | arXiv
 

2023 | Journal Article | LibreCat-ID: 29236 | OA
McLachlan R, Offen C. Backward error analysis for conjugate symplectic methods. Journal of Geometric Mechanics. 2023;15(1):98-115. doi:10.3934/jgm.2023005
LibreCat | Files available | DOI | arXiv
 

2023 | Journal Article | LibreCat-ID: 37654 | OA
Dierkes E, Offen C, Ober-Blöbaum S, Flaßkamp K. Hamiltonian Neural Networks with Automatic Symmetry Detection. Chaos. 2023;33(6). doi:10.1063/5.0142969
LibreCat | Files available | DOI | arXiv
 

2023 | Dissertation | LibreCat-ID: 46482 | OA
Sprenger A. Testinstrumente und Testdatenanalyse zur Verarbeitung von Unsicherheiten in Logikblöcken hochintegrierter Schaltungen. Universität Paderborn; 2023. doi:10.17619/UNIPB/1-1787
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2023 | Book Chapter | LibreCat-ID: 46516
Ahmed AFA, Firmansyah AF, Sherif M, Moussallem D, Ngonga Ngomo A-C. Explainable Integration of Knowledge Graphs Using Large Language Models. In: Natural Language Processing and Information Systems. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-35320-8_9
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2023 | Research Data | LibreCat-ID: 45558
Sherif M, Morim da Silva AA, Pestryakova S, Ahmed AFA, Niemann S, Ngonga Ngomo A-C. IngridKG: A FAIR Knowledge Graph of Graffiti. LibreCat University; 2023. doi:10.5281/ZENODO.7560242
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2023 | Book Chapter | LibreCat-ID: 46572
Gusmita RH, Firmansyah AF, Moussallem D, Ngonga Ngomo A-C. IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran. In: Natural Language Processing and Information Systems. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-35320-8_12
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2023 | Conference Paper | LibreCat-ID: 46575 | OA
Baci A, Heindorf S. Accelerating Concept Learning via Sampling. In: CIKM. ; 2023.
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