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787 Publications
2021 | Preprint | LibreCat-ID: 21600
Dellnitz, M., Hüllermeier, E., Lücke, M., Ober-Blöbaum, S., Offen, C., Peitz, S., & Pfannschmidt, K. (2021). Efficient time stepping for numerical integration using reinforcement learning. ArXiv:2104.03562.
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2021 | Journal Article | LibreCat-ID: 16295
Gebken, B., & Peitz, S. (2021). Inverse multiobjective optimization: Inferring decision criteria from data. Journal of Global Optimization, 80, 3–29. https://doi.org/10.1007/s10898-020-00983-z
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2021 | Journal Article | LibreCat-ID: 21946
Schmidt, F., Kozub, A., Gerstmann, U., Schmidt, W. G., & Schindlmayr, A. (2021). Electron polarons in lithium niobate: Charge localization, lattice deformation, and optical response. Crystals, 11(5). https://doi.org/10.3390/cryst11050542
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2021 | Journal Article | LibreCat-ID: 21631
Georgi, P., Wei, Q., Sain, B., Schlickriede, C., Wang, Y., Huang, L., & Zentgraf, T. (2021). Optical secret sharing with cascaded metasurface holography. Science Advances, 7(16). https://doi.org/10.1126/sciadv.abf9718
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2021 | Conference Paper | LibreCat-ID: 22507
Aimiyekagbon, O. K., Bender, A., & Sextro, W. (n.d.). On the applicability of time series features as health indicators for technical systems operating under varying conditions. In Proceedings of the Seventeenth International Conference on Condition Monitoring and Asset Management (CM 2021).
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2021 | Conference Paper | LibreCat-ID: 22514
Kucklick, J.-P., Müller, J., Beverungen, D., & Müller, O. (2021). Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach. In European Conference on Information Systems. Virtual.
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2021 | Journal Article | LibreCat-ID: 22761
Friedrich, C., Blügel, S., & Schindlmayr, A. (2021). Erratum: Efficient implementation of the GW approximation within the all-electron FLAPW method [Phys. Rev. B 81, 125102 (2010)]. Physical Review B, 104(3). https://doi.org/10.1103/PhysRevB.104.039901
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2021 | Conference Paper | LibreCat-ID: 21005
Hasnain, A., & Karl, H. (n.d.). Learning Coflow Admissions. In IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). Vancouver BC Canada: IEEE Communications Society.
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2021 | Preprint | LibreCat-ID: 21199
Peitz, S., & Bieker, K. (2021). On the Universal Transformation of Data-Driven Models to Control Systems. ArXiv:2102.04722.
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2021 | Conference Paper | LibreCat-ID: 21543
Schneider, S. B., Qarawlus, H., & Karl, H. (2021). Distributed Online Service Coordination Using Deep Reinforcement Learning. In IEEE International Conference on Distributed Computing Systems (ICDCS). Washington, DC, USA: IEEE.
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2021 | Patent | LibreCat-ID: 21601
Göllner, T., Schwarz, J.-H., Gottschalk, S., & Sauer, S. (2021). Distributed merchandise management system.
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2021 | Journal Article | LibreCat-ID: 21808
Schneider, S. B., Khalili, R., Manzoor, A., Qarawlus, H., Schellenberg, R., Karl, H., & Hecker, A. (2021). Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning. Transactions on Network and Service Management. https://doi.org/10.1109/TNSM.2021.3076503
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2021 | Journal Article | LibreCat-ID: 21815
Goller, M., & Ziegler, S. (2021). Zum Zusammenhang von Berufsethos und der Berufswahlmotivation angehender Wirtschaftspädagog*innen. bwp@ Spezial, 18, 1–28.
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2021 | Conference Paper | LibreCat-ID: 21637
Lienen, J., & Hüllermeier, E. (2021). From Label Smoothing to Label Relaxation. In Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI (Vol. 35, pp. 8583–8591). Online: AAAI Press.
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2021 | Conference Abstract | LibreCat-ID: 21726
Triebus, M., & Tröster, T. (2021). HyOpt - Optimization-Based Development of Hybrid Materials. In 9th NRW Nano Conference - Innovations in Materials and Applications. Web.
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2021 | Journal Article | LibreCat-ID: 20212
Prester, J., Wagner, G., Schryen, G., & Hassan, N. R. (2021). Classifying the Ideational Impact of Information Systems Review Articles: A Content-Enriched Deep Learning Approach. Decision Support Systems.
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2021 | Journal Article | LibreCat-ID: 20844
Wagner, G., Prester, J., Roche, M., Schryen, G., Benlian, A., Paré, G., & Templier, M. (2021). Which Factors Affect the Scientific Impact of Review Papers in IS Research? A Scientometric Study. Information & Management.
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2021 | Journal Article | LibreCat-ID: 16867
Gebken, B., & Peitz, S. (2021). An efficient descent method for locally Lipschitz multiobjective optimization problems. Journal of Optimization Theory and Applications, 188, 696–723. https://doi.org/10.1007/s10957-020-01803-w
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2021 | Preprint | LibreCat-ID: 22509
Lienen, J., & Hüllermeier, E. (2021). Credal Self-Supervised Learning. ArXiv:2106.11853.
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2021 | Journal Article | LibreCat-ID: 22523
Warkulat, S., Krull, S., Ortmann, R., Klocke, N., & Pelster, M. (2021). COVID-19 reporting and willingness to pay for leisure activities. Covid Economics, (83), 183–205.
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2021 | Conference Paper | LibreCat-ID: 22155
Gottschalk, S. (2021). Situation-specific Development of Business Models for Services in Software Ecosystems. In Advanced Software Engineering. Doctorial Consortium. CEUR.
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2021 | Conference Paper | LibreCat-ID: 20693
Schneider, S. B., Jürgens, M., & Karl, H. (2021). Divide and Conquer: Hierarchical Network and Service Coordination. In IFIP/IEEE International Symposium on Integrated Network Management (IM). Bordeaux, France: IFIP/IEEE.
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2021 | Conference Paper | LibreCat-ID: 21204
Kucklick, J.-P., & Müller, O. (2021). A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal. In The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services.
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2021 | Journal Article | LibreCat-ID: 21545
Masendorf, L., Wächter, M., Esderts, A., Otroshi, M., & Meschut, G. (2021). Service life estimation of self‐piercing riveted joints by linear damage accumulation. Fatigue & Fracture of Engineering Materials & Structures, 15. https://doi.org/10.1111/ffe.13446
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2021 | Report | LibreCat-ID: 21569
Gottschalk, S., & Yigitbas, E. (2021). Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung (Vol. 1). Gesellschaft für Informatik.
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2021 | Dissertation | LibreCat-ID: 21502
Claes, L. (2021). Messverfahren für die akustische Absorption in reinen Fluiden zur Bestimmung der Volumenviskosität. Universiät Paderborn. https://doi.org/10.17619/UNIPB/1-1104
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2021 | Conference Paper | LibreCat-ID: 20807
Bielak, C. R., Böhnke, M., Bobbert, M., & Meschut, G. (n.d.). Further development of a numerical method for analyzing the load capacity of clinched joints in versatile process chains. Presented at the ESAFORM 2021, ESAFORM 2021. https://doi.org/10.25518/esaform21.3418
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2021 | Journal Article | LibreCat-ID: 21475
Frese, D., Wei, Q., Wang, Y., Cinchetti, M., Huang, L., & Zentgraf, T. (2021). Nonlinear Bicolor Holography Using Plasmonic Metasurfaces. ACS Photonics, 8(4), 1013–1019. https://doi.org/10.1021/acsphotonics.1c00028
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2021 | Journal Article | LibreCat-ID: 20592
Henksmeier, T., Eppinger, M., Reineke, B., Zentgraf, T., Meier, C., & Reuter, D. (2021). Selective Etching of (111)B-Oriented AlxGa1−xAs-Layers for Epitaxial Lift-Off. Physica Status Solidi (A), 218(3), 2000408. https://doi.org/10.1002/pssa.202000408
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2021 | Conference Paper | LibreCat-ID: 21639
Gottschalk, S., Yigitbas, E., Nowosad, A., & Engels, G. (2021). Situation-specific Business Model Development Methods for Mobile App Developers. In Enterprise, Business-Process and Information Systems Modeling. Springer. https://doi.org/10.1007/978-3-030-79186-5_17
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2021 | Conference Paper | LibreCat-ID: 20244
Gottschalk, S., Kirchhoff, J., & Engels, G. (2021). Extending Business Model Development Tools with Consolidated Expert Knowledge . In B. Shishkov (Ed.), Business Modeling and Software Design. Sofia. https://doi.org/10.1007/978-3-030-79976-2_1
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2021 | Journal Article | LibreCat-ID: 21932
Hammer, M., Ebers, L., & Förstner, J. (2021). Resonant evanescent excitation of guided waves with high-order optical angular momentum. Journal of the Optical Society of America B, 38(5), 1717. https://doi.org/10.1364/josab.422731
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2021 | Journal Article | LibreCat-ID: 16294
Ober-Blöbaum, S., & Peitz, S. (2021). Explicit multiobjective model predictive control for nonlinear systems with symmetries. International Journal of Robust and Nonlinear Control, 31(2), 380–403. https://doi.org/10.1002/rnc.5281
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2021 | Journal Article | LibreCat-ID: 21065
Haeb-Umbach, R., Heymann, J., Drude, L., Watanabe, S., Delcroix, M., & Nakatani, T. (2021). Far-Field Automatic Speech Recognition. Proceedings of the IEEE, 109(2), 124–148. https://doi.org/10.1109/JPROC.2020.3018668
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2021 | Journal Article | LibreCat-ID: 21337
Berkemeier, M. B., & Peitz, S. (2021). Derivative-Free Multiobjective Trust Region Descent Method Using Radial Basis Function Surrogate Models. Mathematical and Computational Applications, 26(2). https://doi.org/10.3390/mca26020031
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2021 | Journal Article | LibreCat-ID: 21820
Nüske, F., Koltai, P., Boninsegna, L., & Clementi, C. (2021). Spectral Properties of Effective Dynamics from Conditional Expectations. Entropy. https://doi.org/10.3390/e23020134
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2021 | Mastersthesis | LibreCat-ID: 22304
Schott, S. (2021). Android App Analysis Benchmark Case Generation. Paderborn.
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2021 | Journal Article | LibreCat-ID: 22518
Triebus, M., Gierse, J., Marten, T., & Tröster, T. (2021). A new Device for Determination of Forming-Limit-Curves under Hot-Forming Conditions. IOP Conference Series: Materials Science and Engineering. https://doi.org/10.1088/1757-899x/1157/1/012052
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2021 | Journal Article | LibreCat-ID: 22450
Mundry, J., Spreyer, F., Jmerik, V., Ivanov, S., Zentgraf, T., & Betz, M. (2021). Nonlinear metasurface combining telecom-range intersubband transitions in GaN/AlN quantum wells with resonant plasmonic antenna arrays. Optical Materials Express, 11(7). https://doi.org/10.1364/ome.426236
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2020 | Conference Paper | LibreCat-ID: 16219
Schneider, S. B., Satheeschandran, N. P., Peuster, M., & Karl, H. (2020). Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. In IEEE Conference on Network Softwarization (NetSoft). Ghent, Belgium: IEEE.
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2020 | Conference Paper | LibreCat-ID: 13943
Krumme, M., Webersen, M., Claes, L., & Webersen, Y. (2020). Analoge Klangsynthese zur Vermittlung von Grundkenntnissen der Signalverarbeitung an Studierende nicht-technischer Fachrichtungen. In Fortschritte der Akustik - DAGA 2020 (pp. 542–545).
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2020 | Conference Paper | LibreCat-ID: 17089
Dreiling, D., Itner, D. T., Feldmann, N., Gravenkamp, H., & Henning, B. (2020). Increasing the sensitivity in the determination of material parameters by using arbitrary loads in ultrasonic transmission measurements. Presented at the Sensor and Measurement Science International, Nürnberg: AMA Service GmbH. https://doi.org/10.5162/SMSI2020/D1.3
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2020 | Journal Article | LibreCat-ID: 16839
Sain, B., & Zentgraf, T. (2020). Metasurfaces help lasers to mode-lock. Light: Science & Applications, 9, 67. https://doi.org/10.1038/s41377-020-0312-1
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2020 | Journal Article | LibreCat-ID: 17426
Hoffmann, M. W., Wildermuth, S., Gitzel, R., Boyaci, A., Gebhardt, J., Kaul, H., … Tornede, T. (2020). Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions. Sensors. https://doi.org/10.3390/s20072099
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2020 | Journal Article | LibreCat-ID: 16290
Bieker, K., Peitz, S., Brunton, S. L., Kutz, J. N., & Dellnitz, M. (2020). Deep model predictive flow control with limited sensor data and online learning. Theoretical and Computational Fluid Dynamics, 34, 577–591. https://doi.org/10.1007/s00162-020-00520-4
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2020 | Preprint | LibreCat-ID: 19941
McLachlan, R. I., & Offen, C. (n.d.). Backward error analysis for variational discretisations of partial differential equations. ArXiv:2006.14172.
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2020 | Journal Article | LibreCat-ID: 19939
Kreusser, L. M., McLachlan, R. I., & Offen, C. (2020). Detection of high codimensional bifurcations in variational PDEs. Nonlinearity, 33(5), 2335–2363. https://doi.org/10.1088/1361-6544/ab7293
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2020 | Conference Paper | LibreCat-ID: 19953
Damke, C., Melnikov, V., & Hüllermeier, E. (2020). A Novel Higher-order Weisfeiler-Lehman Graph Convolution. In S. Jialin Pan & M. Sugiyama (Eds.), Proceedings of the 12th Asian Conference on Machine Learning (ACML 2020) (Vol. 129, pp. 49–64). Bangkok, Thailand: PMLR.
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2020 | Book Chapter | LibreCat-ID: 20568
Reinhold, J., Koldewey, C., & Dumitrescu, R. (2020). GEMINI-Modellierungssprache für Wertschöpfungssysteme. In B. Buchholz & M. Bürger (Eds.), Der Geschäftsmodell-Toolguide (pp. 52–56). Frankfurt am Main: Campus Verlag.
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2020 | Book Chapter | LibreCat-ID: 20570
Koldewey, C., Reinhold, J., & Dumitrescu, R. (2020). GEMINI-Geschäftsmodellmuster-Kartenset. In B. Buchholz & M. Bürger (Eds.), Der Geschäftsmodell-Toolguide (pp. 61–66). Frankfurt am Main: Campus Verlag.
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