[{"author":[{"full_name":"Igamberdiev, Timour","first_name":"Timour","last_name":"Igamberdiev"},{"first_name":"Doan Nam Long","last_name":"Vu","full_name":"Vu, Doan Nam Long"},{"first_name":"Felix","last_name":"Kuennecke","full_name":"Kuennecke, Felix"},{"last_name":"Yu","first_name":"Zhuo","full_name":"Yu, Zhuo"},{"last_name":"Holmer","first_name":"Jannik","full_name":"Holmer, Jannik"},{"last_name":"Habernal","first_name":"Ivan","full_name":"Habernal, Ivan","id":"101881"}],"status":"public","year":"2024","title":"DP-NMT: Scalable Differentially Private Machine Translation","date_updated":"2024-03-25T11:31:12Z","publisher":"Association for Computational Linguistics","_id":"52842","language":[{"iso":"eng"}],"page":"94–105","editor":[{"first_name":"Nikolaos","last_name":"Aletras","full_name":"Aletras, Nikolaos"},{"last_name":"De Clercq","first_name":"Orphee","full_name":"De Clercq, Orphee"}],"user_id":"15504","citation":{"ieee":"T. Igamberdiev, D. N. L. Vu, F. Kuennecke, Z. Yu, J. Holmer, and I. Habernal, “DP-NMT: Scalable Differentially Private Machine Translation,” in <i>Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations</i>, 2024, pp. 94–105.","apa":"Igamberdiev, T., Vu, D. N. L., Kuennecke, F., Yu, Z., Holmer, J., &#38; Habernal, I. (2024). DP-NMT: Scalable Differentially Private Machine Translation. In N. Aletras &#38; O. De Clercq (Eds.), <i>Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations</i> (pp. 94–105). Association for Computational Linguistics.","chicago":"Igamberdiev, Timour, Doan Nam Long Vu, Felix Kuennecke, Zhuo Yu, Jannik Holmer, and Ivan Habernal. “DP-NMT: Scalable Differentially Private Machine Translation.” In <i>Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations</i>, edited by Nikolaos Aletras and Orphee De Clercq, 94–105. St. Julians, Malta: Association for Computational Linguistics, 2024.","short":"T. Igamberdiev, D.N.L. Vu, F. Kuennecke, Z. Yu, J. Holmer, I. Habernal, in: N. Aletras, O. De Clercq (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, Association for Computational Linguistics, St. Julians, Malta, 2024, pp. 94–105.","mla":"Igamberdiev, Timour, et al. “DP-NMT: Scalable Differentially Private Machine Translation.” <i>Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations</i>, edited by Nikolaos Aletras and Orphee De Clercq, Association for Computational Linguistics, 2024, pp. 94–105.","bibtex":"@inproceedings{Igamberdiev_Vu_Kuennecke_Yu_Holmer_Habernal_2024, place={St. Julians, Malta}, title={DP-NMT: Scalable Differentially Private Machine Translation}, booktitle={Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations}, publisher={Association for Computational Linguistics}, author={Igamberdiev, Timour and Vu, Doan Nam Long and Kuennecke, Felix and Yu, Zhuo and Holmer, Jannik and Habernal, Ivan}, editor={Aletras, Nikolaos and De Clercq, Orphee}, year={2024}, pages={94–105} }","ama":"Igamberdiev T, Vu DNL, Kuennecke F, Yu Z, Holmer J, Habernal I. DP-NMT: Scalable Differentially Private Machine Translation. In: Aletras N, De Clercq O, eds. <i>Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations</i>. Association for Computational Linguistics; 2024:94–105."},"publication":"Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations","abstract":[{"lang":"eng","text":"Neural machine translation (NMT) is a widely popular text generation task, yet there is a considerable research gap in the development of privacy-preserving NMT models, despite significant data privacy concerns for NMT systems. Differentially private stochastic gradient descent (DP-SGD) is a popular method for training machine learning models with concrete privacy guarantees; however, the implementation specifics of training a model with DP-SGD are not always clarified in existing models, with differing software libraries used and code bases not always being public, leading to reproducibility issues. To tackle this, we introduce DP-NMT, an open-source framework for carrying out research on privacy-preserving NMT with DP-SGD, bringing together numerous models, datasets, and evaluation metrics in one systematic software package. Our goal is to provide a platform for researchers to advance the development of privacy-preserving NMT systems, keeping the specific details of the DP-SGD algorithm transparent and intuitive to implement. We run a set of experiments on datasets from both general and privacy-related domains to demonstrate our framework in use. We make our framework publicly available and welcome feedback from the community."}],"place":"St. Julians, Malta","date_created":"2024-03-25T11:30:44Z","department":[{"_id":"820"}],"type":"conference"},{"citation":{"mla":"Leyendecker, Sigrid, et al. “A New Lagrangian Approach to Control Affine Systems with a Quadratic Lagrange Term.” <i>Journal of Computational Dynamics</i>, vol. 0, no. 0, American Institute of Mathematical Sciences (AIMS), 2024, pp. 0–0, doi:<a href=\"https://doi.org/10.3934/jcd.2024017\">10.3934/jcd.2024017</a>.","ama":"Leyendecker S, Maslovskaya S, Ober-Blöbaum S, Almagro RTSM de, Szemenyei FO. A new Lagrangian approach to control affine systems with a quadratic Lagrange term. <i>Journal of Computational Dynamics</i>. 2024;0(0):0-0. doi:<a href=\"https://doi.org/10.3934/jcd.2024017\">10.3934/jcd.2024017</a>","bibtex":"@article{Leyendecker_Maslovskaya_Ober-Blöbaum_Almagro_Szemenyei_2024, title={A new Lagrangian approach to control affine systems with a quadratic Lagrange term}, volume={0}, DOI={<a href=\"https://doi.org/10.3934/jcd.2024017\">10.3934/jcd.2024017</a>}, number={0}, journal={Journal of Computational Dynamics}, publisher={American Institute of Mathematical Sciences (AIMS)}, author={Leyendecker, Sigrid and Maslovskaya, Sofya and Ober-Blöbaum, Sina and Almagro, Rodrigo T. Sato Martín de and Szemenyei, Flóra Orsolya}, year={2024}, pages={0–0} }","apa":"Leyendecker, S., Maslovskaya, S., Ober-Blöbaum, S., Almagro, R. T. S. M. de, &#38; Szemenyei, F. O. (2024). A new Lagrangian approach to control affine systems with a quadratic Lagrange term. <i>Journal of Computational Dynamics</i>, <i>0</i>(0), 0–0. <a href=\"https://doi.org/10.3934/jcd.2024017\">https://doi.org/10.3934/jcd.2024017</a>","ieee":"S. Leyendecker, S. Maslovskaya, S. Ober-Blöbaum, R. T. S. M. de Almagro, and F. O. Szemenyei, “A new Lagrangian approach to control affine systems with a quadratic Lagrange term,” <i>Journal of Computational Dynamics</i>, vol. 0, no. 0, pp. 0–0, 2024, doi: <a href=\"https://doi.org/10.3934/jcd.2024017\">10.3934/jcd.2024017</a>.","chicago":"Leyendecker, Sigrid, Sofya Maslovskaya, Sina Ober-Blöbaum, Rodrigo T. Sato Martín de Almagro, and Flóra Orsolya Szemenyei. “A New Lagrangian Approach to Control Affine Systems with a Quadratic Lagrange Term.” <i>Journal of Computational Dynamics</i> 0, no. 0 (2024): 0–0. <a href=\"https://doi.org/10.3934/jcd.2024017\">https://doi.org/10.3934/jcd.2024017</a>.","short":"S. Leyendecker, S. Maslovskaya, S. Ober-Blöbaum, R.T.S.M. de Almagro, F.O. Szemenyei, Journal of Computational Dynamics 0 (2024) 0–0."},"oa":"1","status":"public","has_accepted_license":"1","_id":"53101","publisher":"American Institute of Mathematical Sciences (AIMS)","page":"0-0","volume":"0","user_id":"87909","ddc":["510"],"issue":"0","publication":"Journal of Computational Dynamics","abstract":[{"text":"In this work, we consider optimal control problems for mechanical systems with fixed initial and free final state and a quadratic Lagrange term. Specifically, the dynamics is described by a second order ODE containing an affine control term. Classically, Pontryagin's maximum principle gives necessary optimality conditions for the optimal control problem. For smooth problems, alternatively, a variational approach based on an augmented objective can be followed. Here, we propose a new Lagrangian approach leading to equivalent necessary optimality conditions in the form of Euler-Lagrange equations. Thus, the differential geometric structure (similar to classical Lagrangian dynamics) can be exploited in the framework of optimal control problems. In particular, the formulation enables the symplectic discretisation of the optimal control problem via variational integrators in a straightforward way.","lang":"eng"}],"date_created":"2024-03-28T15:58:02Z","department":[{"_id":"636"}],"keyword":["Optimal control problem","Lagrangian system","Hamiltonian system","Variations","Pontryagin's maximum principle."],"type":"journal_article","author":[{"first_name":"Sigrid","last_name":"Leyendecker","full_name":"Leyendecker, Sigrid"},{"full_name":"Maslovskaya, Sofya","first_name":"Sofya","last_name":"Maslovskaya","id":"87909"},{"id":"16494","full_name":"Ober-Blöbaum, Sina","first_name":"Sina","last_name":"Ober-Blöbaum"},{"first_name":"Rodrigo T. Sato Martín de","last_name":"Almagro","full_name":"Almagro, Rodrigo T. Sato Martín de"},{"full_name":"Szemenyei, Flóra Orsolya","last_name":"Szemenyei","first_name":"Flóra Orsolya"}],"publication_identifier":{"issn":["2158-2491","2158-2505"]},"title":"A new Lagrangian approach to control affine systems with a quadratic Lagrange term","year":"2024","article_type":"original","publication_status":"published","date_updated":"2024-03-28T16:07:34Z","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://www.aimsciences.org/article/doi/10.3934/jcd.2024017","open_access":"1"}],"doi":"10.3934/jcd.2024017"},{"abstract":[{"lang":"eng","text":"Modern wireless communication systems are expected to provide improved\r\nlatency and reliability. To meet these expectations, a short packet length is\r\nneeded, which makes the first-order Shannon rate an inaccurate performance\r\nmetric for such communication systems. A more accurate approximation of the\r\nachievable rates of finite-block-length (FBL) coding regimes is known as the\r\nnormal approximation (NA). It is therefore of substantial interest to study the\r\noptimization of the FBL rate in multi-user multiple-input multiple-output\r\n(MIMO) systems, in which each user may transmit and/or receive multiple data\r\nstreams. Hence, we formulate a general optimization problem for improving the\r\nspectral and energy efficiency of multi-user MIMO-aided ultra-reliable\r\nlow-latency communication (URLLC) systems, which are assisted by reconfigurable\r\nintelligent surfaces (RISs). We show that a RIS is capable of substantially\r\nimproving the performance of multi-user MIMO-aided URLLC systems. Moreover, the\r\nbenefits of RIS increase as the packet length and/or the tolerable bit error\r\nrate are reduced. This reveals that RISs can be even more beneficial in URLLC\r\nsystems for improving the FBL rates than in conventional systems approaching\r\nShannon rates."}],"publication":"arXiv:2402.16434","citation":{"mla":"Soleymani, Mohammad, et al. “Optimization of the Downlink Spectral- and Energy-Efficiency of  RIS-Aided Multi-User URLLC MIMO Systems.” <i>ArXiv:2402.16434</i>, 2024.","bibtex":"@article{Soleymani_Santamaria_Jorswieck_Schober_Hanzo_2024, title={Optimization of the Downlink Spectral- and Energy-Efficiency of  RIS-aided Multi-user URLLC MIMO Systems}, journal={arXiv:2402.16434}, author={Soleymani, Mohammad and Santamaria, Ignacio and Jorswieck, Eduard and Schober, Robert and Hanzo, Lajos}, year={2024} }","ama":"Soleymani M, Santamaria I, Jorswieck E, Schober R, Hanzo L. Optimization of the Downlink Spectral- and Energy-Efficiency of  RIS-aided Multi-user URLLC MIMO Systems. <i>arXiv:240216434</i>. Published online 2024.","ieee":"M. Soleymani, I. Santamaria, E. Jorswieck, R. Schober, and L. Hanzo, “Optimization of the Downlink Spectral- and Energy-Efficiency of  RIS-aided Multi-user URLLC MIMO Systems,” <i>arXiv:2402.16434</i>. 2024.","apa":"Soleymani, M., Santamaria, I., Jorswieck, E., Schober, R., &#38; Hanzo, L. (2024). Optimization of the Downlink Spectral- and Energy-Efficiency of  RIS-aided Multi-user URLLC MIMO Systems. In <i>arXiv:2402.16434</i>.","chicago":"Soleymani, Mohammad, Ignacio Santamaria, Eduard Jorswieck, Robert Schober, and Lajos Hanzo. “Optimization of the Downlink Spectral- and Energy-Efficiency of  RIS-Aided Multi-User URLLC MIMO Systems.” <i>ArXiv:2402.16434</i>, 2024.","short":"M. Soleymani, I. Santamaria, E. Jorswieck, R. Schober, L. Hanzo, ArXiv:2402.16434 (2024)."},"type":"preprint","department":[{"_id":"263"}],"external_id":{"arxiv":["2402.16434"]},"date_created":"2024-04-05T09:16:32Z","date_updated":"2024-04-05T13:18:19Z","status":"public","year":"2024","title":"Optimization of the Downlink Spectral- and Energy-Efficiency of  RIS-aided Multi-user URLLC MIMO Systems","author":[{"full_name":"Soleymani, Mohammad","first_name":"Mohammad","last_name":"Soleymani"},{"first_name":"Ignacio","last_name":"Santamaria","full_name":"Santamaria, Ignacio"},{"first_name":"Eduard","last_name":"Jorswieck","full_name":"Jorswieck, Eduard"},{"full_name":"Schober, Robert","first_name":"Robert","last_name":"Schober"},{"last_name":"Hanzo","first_name":"Lajos","full_name":"Hanzo, Lajos"}],"user_id":"67076","_id":"53282","language":[{"iso":"eng"}]},{"publication":"2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)","citation":{"apa":"Soleymani, M., Santamaria, I., Sezgin, A., &#38; Jorswieck, E. (2024). Maximization of Minimum Rate in MIMO OFDM RIS-Assisted Broadcast Channels. <i>2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)</i>. <a href=\"https://doi.org/10.1109/camsap58249.2023.10403459\">https://doi.org/10.1109/camsap58249.2023.10403459</a>","ieee":"M. Soleymani, I. Santamaria, A. Sezgin, and E. Jorswieck, “Maximization of Minimum Rate in MIMO OFDM RIS-Assisted Broadcast Channels,” 2024, doi: <a href=\"https://doi.org/10.1109/camsap58249.2023.10403459\">10.1109/camsap58249.2023.10403459</a>.","chicago":"Soleymani, Mohammad, Ignacio Santamaria, Aydin Sezgin, and Eduard Jorswieck. “Maximization of Minimum Rate in MIMO OFDM RIS-Assisted Broadcast Channels.” In <i>2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)</i>. IEEE, 2024. <a href=\"https://doi.org/10.1109/camsap58249.2023.10403459\">https://doi.org/10.1109/camsap58249.2023.10403459</a>.","short":"M. Soleymani, I. Santamaria, A. Sezgin, E. Jorswieck, in: 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), IEEE, 2024.","mla":"Soleymani, Mohammad, et al. “Maximization of Minimum Rate in MIMO OFDM RIS-Assisted Broadcast Channels.” <i>2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)</i>, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/camsap58249.2023.10403459\">10.1109/camsap58249.2023.10403459</a>.","ama":"Soleymani M, Santamaria I, Sezgin A, Jorswieck E. Maximization of Minimum Rate in MIMO OFDM RIS-Assisted Broadcast Channels. In: <i>2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/camsap58249.2023.10403459\">10.1109/camsap58249.2023.10403459</a>","bibtex":"@inproceedings{Soleymani_Santamaria_Sezgin_Jorswieck_2024, title={Maximization of Minimum Rate in MIMO OFDM RIS-Assisted Broadcast Channels}, DOI={<a href=\"https://doi.org/10.1109/camsap58249.2023.10403459\">10.1109/camsap58249.2023.10403459</a>}, booktitle={2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)}, publisher={IEEE}, author={Soleymani, Mohammad and Santamaria, Ignacio and Sezgin, Aydin and Jorswieck, Eduard}, year={2024} }"},"type":"conference","department":[{"_id":"263"}],"date_created":"2024-04-05T09:00:06Z","publication_status":"published","date_updated":"2024-04-05T13:20:28Z","title":"Maximization of Minimum Rate in MIMO OFDM RIS-Assisted Broadcast Channels","year":"2024","status":"public","author":[{"last_name":"Soleymani","first_name":"Mohammad","full_name":"Soleymani, Mohammad"},{"full_name":"Santamaria, Ignacio","last_name":"Santamaria","first_name":"Ignacio"},{"last_name":"Sezgin","first_name":"Aydin","full_name":"Sezgin, Aydin"},{"full_name":"Jorswieck, Eduard","last_name":"Jorswieck","first_name":"Eduard"}],"user_id":"67076","doi":"10.1109/camsap58249.2023.10403459","language":[{"iso":"eng"}],"_id":"53259","publisher":"IEEE"},{"citation":{"ieee":"M. Soleymani, I. Santamaria, and E. Jorswieck, “NOMA-Based Improper Signaling for MIMO STAR-RIS-Assisted Broadcast Channels with Hardware Impairments,” 2024, doi: <a href=\"https://doi.org/10.1109/globecom54140.2023.10437458\">10.1109/globecom54140.2023.10437458</a>.","apa":"Soleymani, M., Santamaria, I., &#38; Jorswieck, E. (2024). NOMA-Based Improper Signaling for MIMO STAR-RIS-Assisted Broadcast Channels with Hardware Impairments. <i>GLOBECOM 2023 - 2023 IEEE Global Communications Conference</i>. <a href=\"https://doi.org/10.1109/globecom54140.2023.10437458\">https://doi.org/10.1109/globecom54140.2023.10437458</a>","chicago":"Soleymani, Mohammad, Ignacio Santamaria, and Eduard Jorswieck. “NOMA-Based Improper Signaling for MIMO STAR-RIS-Assisted Broadcast Channels with Hardware Impairments.” In <i>GLOBECOM 2023 - 2023 IEEE Global Communications Conference</i>. IEEE, 2024. <a href=\"https://doi.org/10.1109/globecom54140.2023.10437458\">https://doi.org/10.1109/globecom54140.2023.10437458</a>.","short":"M. Soleymani, I. Santamaria, E. Jorswieck, in: GLOBECOM 2023 - 2023 IEEE Global Communications Conference, IEEE, 2024.","mla":"Soleymani, Mohammad, et al. “NOMA-Based Improper Signaling for MIMO STAR-RIS-Assisted Broadcast Channels with Hardware Impairments.” <i>GLOBECOM 2023 - 2023 IEEE Global Communications Conference</i>, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/globecom54140.2023.10437458\">10.1109/globecom54140.2023.10437458</a>.","bibtex":"@inproceedings{Soleymani_Santamaria_Jorswieck_2024, title={NOMA-Based Improper Signaling for MIMO STAR-RIS-Assisted Broadcast Channels with Hardware Impairments}, DOI={<a href=\"https://doi.org/10.1109/globecom54140.2023.10437458\">10.1109/globecom54140.2023.10437458</a>}, booktitle={GLOBECOM 2023 - 2023 IEEE Global Communications Conference}, publisher={IEEE}, author={Soleymani, Mohammad and Santamaria, Ignacio and Jorswieck, Eduard}, year={2024} }","ama":"Soleymani M, Santamaria I, Jorswieck E. NOMA-Based Improper Signaling for MIMO STAR-RIS-Assisted Broadcast Channels with Hardware Impairments. In: <i>GLOBECOM 2023 - 2023 IEEE Global Communications Conference</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/globecom54140.2023.10437458\">10.1109/globecom54140.2023.10437458</a>"},"publication":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","date_created":"2024-04-05T08:59:35Z","department":[{"_id":"263"}],"type":"conference","author":[{"first_name":"Mohammad","last_name":"Soleymani","full_name":"Soleymani, Mohammad"},{"full_name":"Santamaria, Ignacio","first_name":"Ignacio","last_name":"Santamaria"},{"last_name":"Jorswieck","first_name":"Eduard","full_name":"Jorswieck, Eduard"}],"title":"NOMA-Based Improper Signaling for MIMO STAR-RIS-Assisted Broadcast Channels with Hardware Impairments","year":"2024","status":"public","date_updated":"2024-04-05T13:21:21Z","publication_status":"published","_id":"53258","publisher":"IEEE","language":[{"iso":"eng"}],"doi":"10.1109/globecom54140.2023.10437458","user_id":"67076"},{"date_created":"2024-04-05T14:40:34Z","type":"conference","department":[{"_id":"263"}],"publication":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","citation":{"ieee":"M. Kuschel, T. Hasija, and T. Marrinan, “Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning,” 2024, doi: <a href=\"https://doi.org/10.1109/icassp48485.2024.10446173\">10.1109/icassp48485.2024.10446173</a>.","apa":"Kuschel, M., Hasija, T., &#38; Marrinan, T. (2024). Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning. <i>ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>. <a href=\"https://doi.org/10.1109/icassp48485.2024.10446173\">https://doi.org/10.1109/icassp48485.2024.10446173</a>","chicago":"Kuschel, Maurice, Tanuj Hasija, and Timothy Marrinan. “Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning.” In <i>ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>. IEEE, 2024. <a href=\"https://doi.org/10.1109/icassp48485.2024.10446173\">https://doi.org/10.1109/icassp48485.2024.10446173</a>.","short":"M. Kuschel, T. Hasija, T. Marrinan, in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2024.","mla":"Kuschel, Maurice, et al. “Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning.” <i>ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>, IEEE, 2024, doi:<a href=\"https://doi.org/10.1109/icassp48485.2024.10446173\">10.1109/icassp48485.2024.10446173</a>.","bibtex":"@inproceedings{Kuschel_Hasija_Marrinan_2024, title={Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning}, DOI={<a href=\"https://doi.org/10.1109/icassp48485.2024.10446173\">10.1109/icassp48485.2024.10446173</a>}, booktitle={ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, publisher={IEEE}, author={Kuschel, Maurice and Hasija, Tanuj and Marrinan, Timothy}, year={2024} }","ama":"Kuschel M, Hasija T, Marrinan T. Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning. In: <i>ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/icassp48485.2024.10446173\">10.1109/icassp48485.2024.10446173</a>"},"language":[{"iso":"eng"}],"_id":"53304","publisher":"IEEE","doi":"10.1109/icassp48485.2024.10446173","user_id":"56070","title":"Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning","year":"2024","status":"public","author":[{"id":"56070","last_name":"Kuschel","first_name":"Maurice","full_name":"Kuschel, Maurice"},{"id":"43497","first_name":"Tanuj","last_name":"Hasija","full_name":"Hasija, Tanuj"},{"full_name":"Marrinan, Timothy","last_name":"Marrinan","first_name":"Timothy"}],"date_updated":"2024-04-05T14:50:14Z","publication_status":"published"},{"date_created":"2024-04-09T11:35:20Z","department":[{"_id":"34"},{"_id":"7"},{"_id":"79"}],"type":"mastersthesis","supervisor":[{"id":"20792","full_name":"Scheideler, Christian","first_name":"Christian","last_name":"Scheideler"}],"citation":{"apa":"De Groote, C. (2024). <i>A Dispersion Algorithm for Robot Swarms Inside Polygonal Boundary Shapes</i>.","ieee":"C. De Groote, <i>A Dispersion Algorithm for Robot Swarms Inside Polygonal Boundary Shapes</i>. 2024.","short":"C. De Groote, A Dispersion Algorithm for Robot Swarms Inside Polygonal Boundary Shapes, 2024.","chicago":"De Groote, Carsten. <i>A Dispersion Algorithm for Robot Swarms Inside Polygonal Boundary Shapes</i>, 2024.","mla":"De Groote, Carsten. <i>A Dispersion Algorithm for Robot Swarms Inside Polygonal Boundary Shapes</i>. 2024.","ama":"De Groote C. <i>A Dispersion Algorithm for Robot Swarms Inside Polygonal Boundary Shapes</i>.; 2024.","bibtex":"@book{De Groote_2024, title={A Dispersion Algorithm for Robot Swarms Inside Polygonal Boundary Shapes}, author={De Groote, Carsten}, year={2024} }"},"_id":"53374","language":[{"iso":"eng"}],"user_id":"15578","author":[{"full_name":"De Groote, Carsten","first_name":"Carsten","last_name":"De Groote"}],"year":"2024","status":"public","title":"A Dispersion Algorithm for Robot Swarms Inside Polygonal Boundary Shapes","date_updated":"2024-04-09T11:35:41Z"},{"author":[{"last_name":"Doddegowda","first_name":"Rajesh","full_name":"Doddegowda, Rajesh"}],"status":"public","title":"Optimal Drone Strategies For Packet Delivery","year":"2024","date_updated":"2024-04-09T11:32:20Z","_id":"53373","language":[{"iso":"eng"}],"user_id":"15578","citation":{"mla":"Doddegowda, Rajesh. <i>Optimal Drone Strategies For Packet Delivery</i>. 2024.","bibtex":"@book{Doddegowda_2024, title={Optimal Drone Strategies For Packet Delivery}, author={Doddegowda, Rajesh}, year={2024} }","ama":"Doddegowda R. <i>Optimal Drone Strategies For Packet Delivery</i>.; 2024.","ieee":"R. 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(2024). <i>Evaluating the Implications</i>.","ieee":"H. Thakur, <i>Evaluating the Implications</i>. 2024.","short":"H. Thakur, Evaluating the Implications, 2024.","chicago":"Thakur, Heena. <i>Evaluating the Implications</i>, 2024.","mla":"Thakur, Heena. <i>Evaluating the Implications</i>. 2024.","ama":"Thakur H. <i>Evaluating the Implications</i>.; 2024.","bibtex":"@book{Thakur_2024, title={Evaluating the Implications}, author={Thakur, Heena}, year={2024} }"},"supervisor":[{"id":"20792","full_name":"Scheideler, Christian","first_name":"Christian","last_name":"Scheideler"}]},{"title":"Error bounds for kernel-based approximations of the Koopman operator","year":"2024","author":[{"last_name":"Philipp","first_name":"Friedrich","full_name":"Philipp, Friedrich"},{"full_name":"Schaller, Manuel","last_name":"Schaller","first_name":"Manuel"},{"full_name":"Worthmann, Karl","last_name":"Worthmann","first_name":"Karl"},{"orcid":"0000-0002-3389-793X","first_name":"Sebastian","last_name":"Peitz","full_name":"Peitz, Sebastian","id":"47427"},{"last_name":"Nüske","first_name":"Feliks","full_name":"Nüske, Feliks"}],"date_updated":"2024-04-11T12:41:13Z","publication_status":"published","intvolume":"        71","main_file_link":[{"open_access":"1","url":"https://arxiv.org/pdf/2301.08637"}],"article_number":"101657","language":[{"iso":"eng"}],"doi":"10.1016/j.acha.2024.101657","publication":"Applied and Computational Harmonic Analysis ","abstract":[{"text":"We consider the data-driven approximation of the Koopman operator for\r\nstochastic differential equations on reproducing kernel Hilbert spaces (RKHS).\r\nOur focus is on the estimation error if the data are collected from long-term\r\nergodic simulations. We derive both an exact expression for the variance of the\r\nkernel cross-covariance operator, measured in the Hilbert-Schmidt norm, and\r\nprobabilistic bounds for the finite-data estimation error. Moreover, we derive\r\na bound on the prediction error of observables in the RKHS using a finite\r\nMercer series expansion. Further, assuming Koopman-invariance of the RKHS, we\r\nprovide bounds on the full approximation error. Numerical experiments using the\r\nOrnstein-Uhlenbeck process illustrate our results.","lang":"eng"}],"date_created":"2023-01-23T07:03:39Z","type":"journal_article","department":[{"_id":"655"}],"status":"public","_id":"38031","publisher":"Springer ","user_id":"47427","volume":71,"citation":{"bibtex":"@article{Philipp_Schaller_Worthmann_Peitz_Nüske_2024, title={Error bounds for kernel-based approximations of the Koopman operator}, volume={71}, DOI={<a href=\"https://doi.org/10.1016/j.acha.2024.101657\">10.1016/j.acha.2024.101657</a>}, number={101657}, journal={Applied and Computational Harmonic Analysis }, publisher={Springer }, author={Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl and Peitz, Sebastian and Nüske, Feliks}, year={2024} }","chicago":"Philipp, Friedrich, Manuel Schaller, Karl Worthmann, Sebastian Peitz, and Feliks Nüske. “Error Bounds for Kernel-Based Approximations of the Koopman Operator.” <i>Applied and Computational Harmonic Analysis </i> 71 (2024). <a href=\"https://doi.org/10.1016/j.acha.2024.101657\">https://doi.org/10.1016/j.acha.2024.101657</a>.","short":"F. Philipp, M. Schaller, K. Worthmann, S. Peitz, F. Nüske, Applied and Computational Harmonic Analysis  71 (2024).","ama":"Philipp F, Schaller M, Worthmann K, Peitz S, Nüske F. Error bounds for kernel-based approximations of the Koopman operator. <i>Applied and Computational Harmonic Analysis </i>. 2024;71. doi:<a href=\"https://doi.org/10.1016/j.acha.2024.101657\">10.1016/j.acha.2024.101657</a>","ieee":"F. Philipp, M. Schaller, K. Worthmann, S. Peitz, and F. Nüske, “Error bounds for kernel-based approximations of the Koopman operator,” <i>Applied and Computational Harmonic Analysis </i>, vol. 71, Art. no. 101657, 2024, doi: <a href=\"https://doi.org/10.1016/j.acha.2024.101657\">10.1016/j.acha.2024.101657</a>.","mla":"Philipp, Friedrich, et al. “Error Bounds for Kernel-Based Approximations of the Koopman Operator.” <i>Applied and Computational Harmonic Analysis </i>, vol. 71, 101657, Springer , 2024, doi:<a href=\"https://doi.org/10.1016/j.acha.2024.101657\">10.1016/j.acha.2024.101657</a>.","apa":"Philipp, F., Schaller, M., Worthmann, K., Peitz, S., &#38; Nüske, F. (2024). Error bounds for kernel-based approximations of the Koopman operator. <i>Applied and Computational Harmonic Analysis </i>, <i>71</i>, Article 101657. <a href=\"https://doi.org/10.1016/j.acha.2024.101657\">https://doi.org/10.1016/j.acha.2024.101657</a>"},"external_id":{"arxiv":["2301.08637"]},"oa":"1"},{"user_id":"24135","volume":26,"publisher":"MDPI AG","_id":"53474","status":"public","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"citation":{"bibtex":"@article{Lass_Kenter_Plessl_Brehm_2024, title={Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations}, volume={26}, DOI={<a href=\"https://doi.org/10.3390/e26040322\">10.3390/e26040322</a>}, number={4322}, journal={Entropy}, publisher={MDPI AG}, author={Lass, Michael and Kenter, Tobias and Plessl, Christian and Brehm, Martin}, year={2024} }","ama":"Lass M, Kenter T, Plessl C, Brehm M. Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations. <i>Entropy</i>. 2024;26(4). doi:<a href=\"https://doi.org/10.3390/e26040322\">10.3390/e26040322</a>","mla":"Lass, Michael, et al. “Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations.” <i>Entropy</i>, vol. 26, no. 4, 322, MDPI AG, 2024, doi:<a href=\"https://doi.org/10.3390/e26040322\">10.3390/e26040322</a>.","chicago":"Lass, Michael, Tobias Kenter, Christian Plessl, and Martin Brehm. “Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations.” <i>Entropy</i> 26, no. 4 (2024). <a href=\"https://doi.org/10.3390/e26040322\">https://doi.org/10.3390/e26040322</a>.","short":"M. Lass, T. Kenter, C. Plessl, M. Brehm, Entropy 26 (2024).","ieee":"M. Lass, T. Kenter, C. Plessl, and M. Brehm, “Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations,” <i>Entropy</i>, vol. 26, no. 4, Art. no. 322, 2024, doi: <a href=\"https://doi.org/10.3390/e26040322\">10.3390/e26040322</a>.","apa":"Lass, M., Kenter, T., Plessl, C., &#38; Brehm, M. (2024). Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations. <i>Entropy</i>, <i>26</i>(4), Article 322. <a href=\"https://doi.org/10.3390/e26040322\">https://doi.org/10.3390/e26040322</a>"},"doi":"10.3390/e26040322","article_number":"322","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2024-04-12T18:34:32Z","intvolume":"        26","title":"Characterizing Microheterogeneity in Liquid Mixtures via Local Density Fluctuations","year":"2024","publication_identifier":{"issn":["1099-4300"]},"author":[{"id":"24135","orcid":"0000-0002-5708-7632","first_name":"Michael","last_name":"Lass","full_name":"Lass, Michael"},{"id":"3145","full_name":"Kenter, Tobias","first_name":"Tobias","last_name":"Kenter"},{"first_name":"Christian","orcid":"0000-0001-5728-9982","last_name":"Plessl","full_name":"Plessl, Christian","id":"16153"},{"id":"100167","last_name":"Brehm","first_name":"Martin","full_name":"Brehm, Martin"}],"type":"journal_article","department":[{"_id":"27"},{"_id":"518"},{"_id":"803"}],"date_created":"2024-04-12T18:31:39Z","abstract":[{"text":"We present a novel approach to characterize and quantify microheterogeneity and microphase separation in computer simulations of complex liquid mixtures. Our post-processing method is based on local density fluctuations of the different constituents in sampling spheres of varying size. It can be easily applied to both molecular dynamics (MD) and Monte Carlo (MC) simulations, including periodic boundary conditions. Multidimensional correlation of the density distributions yields a clear picture of the domain formation due to the subtle balance of different interactions. We apply our approach to the example of force field molecular dynamics simulations of imidazolium-based ionic liquids with different side chain lengths at different temperatures, namely 1-ethyl-3-methylimidazolium chloride, 1-hexyl-3-methylimidazolium chloride, and 1-decyl-3-methylimidazolium chloride, which are known to form distinct liquid domains. We put the results into the context of existing microheterogeneity analyses and demonstrate the advantages and sensitivity of our novel method. Furthermore, we show how to estimate the configuration entropy from our analysis, and we investigate voids in the system. The analysis has been implemented into our program package TRAVIS and is thus available as free software.","lang":"eng"}],"issue":"4","publication":"Entropy"},{"date_created":"2024-03-15T08:46:00Z","type":"journal_article","department":[{"_id":"360"}],"publication":"ZDM – Mathematics Education","citation":{"bibtex":"@article{Rezat_2024, title={Research on curriculum resources in mathematics education: a survey of the field}, DOI={<a href=\"https://doi.org/10.1007/s11858-024-01559-x\">10.1007/s11858-024-01559-x</a>}, journal={ZDM – Mathematics Education}, publisher={Springer}, author={Rezat, Sebastian}, year={2024} }","ama":"Rezat S. Research on curriculum resources in mathematics education: a survey of the field. <i>ZDM – Mathematics Education</i>. 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Research on curriculum resources in mathematics education: a survey of the field. <i>ZDM – Mathematics Education</i>. <a href=\"https://doi.org/10.1007/s11858-024-01559-x\">https://doi.org/10.1007/s11858-024-01559-x</a>"},"_id":"52584","publisher":"Springer","language":[{"iso":"eng"}],"doi":"10.1007/s11858-024-01559-x","user_id":"31132","title":"Research on curriculum resources in mathematics education: a survey of the field","status":"public","year":"2024","author":[{"first_name":"Sebastian","last_name":"Rezat","full_name":"Rezat, Sebastian","id":"31132"}],"date_updated":"2024-04-18T08:20:42Z","publication_status":"epub_ahead","has_accepted_license":"1"},{"_id":"51841","page":"42 - 47","volume":242,"ddc":["510","370"],"user_id":"37888","status":"public","has_accepted_license":"1","oa":"1","citation":{"ieee":"B. Barzel, G. Greefrath, M. Nagel, and M. Hoffmann, “Digitalisierung als Chance für alle Prinzipien guten Unterrichts,” <i>mathematik lehren</i>, vol. 242, pp. 42–47, 2024.","apa":"Barzel, B., Greefrath, G., Nagel, M., &#38; Hoffmann, M. (2024). Digitalisierung als Chance für alle Prinzipien guten Unterrichts. <i>mathematik lehren</i>, <i>242</i>, 42–47.","mla":"Barzel, Bärbel, et al. “Digitalisierung als Chance für alle Prinzipien guten Unterrichts.” <i>mathematik lehren</i>, vol. 242, 2024, pp. 42–47.","bibtex":"@article{Barzel_Greefrath_Nagel_Hoffmann_2024, title={Digitalisierung als Chance für alle Prinzipien guten Unterrichts}, volume={242}, journal={mathematik lehren}, author={Barzel, Bärbel and Greefrath, Gilbert and Nagel, Mareike and Hoffmann, Max}, year={2024}, pages={42–47} }","short":"B. Barzel, G. Greefrath, M. Nagel, M. Hoffmann, mathematik lehren 242 (2024) 42–47.","ama":"Barzel B, Greefrath G, Nagel M, Hoffmann M. Digitalisierung als Chance für alle Prinzipien guten Unterrichts. <i>mathematik lehren</i>. 2024;242:42-47.","chicago":"Barzel, Bärbel, Gilbert Greefrath, Mareike Nagel, and Max Hoffmann. “Digitalisierung als Chance für alle Prinzipien guten Unterrichts.” <i>mathematik lehren</i> 242 (2024): 42–47."},"file_date_updated":"2024-02-25T20:55:29Z","language":[{"iso":"ger"}],"main_file_link":[{"url":"https://www.friedrich-verlag.de/shop/mwdownloads/download/link/id/114555/","open_access":"1"}],"author":[{"last_name":"Barzel","first_name":"Bärbel","full_name":"Barzel, Bärbel"},{"full_name":"Greefrath, Gilbert","first_name":"Gilbert","last_name":"Greefrath"},{"last_name":"Nagel","first_name":"Mareike","full_name":"Nagel, Mareike"},{"orcid":"0000-0002-6964-7123","first_name":"Max","last_name":"Hoffmann","full_name":"Hoffmann, Max","id":"32202"}],"title":"Digitalisierung als Chance für alle Prinzipien guten Unterrichts","year":"2024","intvolume":"       242","article_type":"original","date_updated":"2024-04-18T08:57:42Z","publication_status":"published","date_created":"2024-02-25T20:58:51Z","file":[{"date_created":"2024-02-25T20:55:29Z","creator":"maxh","content_type":"application/pdf","success":1,"file_id":"51842","date_updated":"2024-02-25T20:55:29Z","relation":"main_file","file_size":1410541,"access_level":"closed","file_name":"Barzel_etal_2024_DigitalisierungalsChancefrallePrinzipiengut.pdf"}],"department":[{"_id":"643"}],"type":"journal_article","publication":"mathematik lehren","abstract":[{"lang":"ger","text":"athematische Kompetenzen digital zu fördern und digitale Kompetenzen mathematisch zu fördern – dies ist eine Forderung der neuen Bildungsstandards mit Blick auf eine Bildung in der digitalen Welt. Gerade das Potenzial digitaler Medien für das fachliche Lernen wurde in vielen Studien bestätigt. Eine sinnvoll gestaltete Einbettung digitaler Medien bietet die Chance, allen fünf Prinzipien eines guten Unterrichts gerecht zu werden: Verstehensorientierung, Durchgängigkeit, kognitive Aktivierung, Lernendenorientierung & Adaptivität und Kommunikationsförderung. Die flächendeckende Nutzung digitaler Medien etabliert sich bislang nur zögerlich. Aber wie können wir Lehrkräfte stärken, digitale Medien sinnvoll einzusetzen? Wir möchten hier die Bandbreite der Möglichkeiten an Beispielen verdeutlichen, ihren Einsatz motivieren und Wege für einen guten Unterricht aufzeigen."}]},{"status":"public","publisher":"DE GRUYTER","_id":"50554","page":"363-372","editor":[{"first_name":"Christian","last_name":"Efing","full_name":"Efing, Christian"},{"full_name":"Kalkavan-Aydin, Zeynep","first_name":"Zeynep","last_name":"Kalkavan-Aydin"}],"volume":"Band 3","user_id":"37888","citation":{"chicago":"Prediger, Susanne, and Lena Wessel. “31 Sprachbildung im berufsbezogenen Mathematikunterricht.” In <i>Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis</i>, edited by Christian Efing and Zeynep Kalkavan-Aydin, Band 3:363–72. DaZ-Handbücher. Berlin: DE GRUYTER, 2024.","short":"S. Prediger, L. Wessel, in: C. Efing, Z. Kalkavan-Aydin (Eds.), Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis, DE GRUYTER, Berlin, 2024, pp. 363–372.","apa":"Prediger, S., &#38; Wessel, L. (2024). 31 Sprachbildung im berufsbezogenen Mathematikunterricht. In C. Efing &#38; Z. Kalkavan-Aydin (Eds.), <i>Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis: Vol. Band 3</i> (pp. 363–372). DE GRUYTER.","ieee":"S. Prediger and L. Wessel, “31 Sprachbildung im berufsbezogenen Mathematikunterricht.,” in <i>Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis</i>, vol. Band 3, C. Efing and Z. Kalkavan-Aydin, Eds. Berlin: DE GRUYTER, 2024, pp. 363–372.","ama":"Prediger S, Wessel L. 31 Sprachbildung im berufsbezogenen Mathematikunterricht. In: Efing C, Kalkavan-Aydin Z, eds. <i>Berufs-und Fachsprache Deutsch in Wissenschaft und Praxis</i>. Vol Band 3. DaZ-Handbücher. 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(2024). A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing. <i>DATE 24 - Design Automation and Test in Europe</i>.","ieee":"P. Palomero Bernardo <i>et al.</i>, “A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing,” Valencia, Spain, 2024.","short":"P. Palomero Bernardo, P. Schmid, O. Bringmann, M. Iftekhar, B. Sadiye, W. Müller, A. Koch, E. Jentsch, A. Sauer, I. Feldner, W. Ecker, in: DATE 24 - Design Automation and Test in Europe, 2024.","chicago":"Palomero Bernardo, Paul, Patrick Schmid, Oliver Bringmann, Mohammed Iftekhar, Babak Sadiye, Wolfgang Müller, Andreas Koch, et al. “A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing.” In <i>DATE 24 - Design Automation and Test in Europe</i>, 2024.","mla":"Palomero Bernardo, Paul, et al. “A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing.” <i>DATE 24 - Design Automation and Test in Europe</i>, 2024.","ama":"Palomero Bernardo P, Schmid P, Bringmann O, et al. A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing. In: <i>DATE 24 - Design Automation and Test in Europe</i>. ; 2024.","bibtex":"@inproceedings{Palomero Bernardo_Schmid_Bringmann_Iftekhar_Sadiye_Müller_Koch_Jentsch_Sauer_Feldner_et al._2024, title={A Scalable RISC-V Hardware Platform for Intelligent Sensor Processing}, booktitle={DATE 24 - Design Automation and Test in Europe}, author={Palomero Bernardo, Paul and Schmid, Patrick and Bringmann, Oliver and Iftekhar, Mohammed and Sadiye, Babak and Müller, Wolfgang and Koch, Andreas and Jentsch, Eyck and Sauer, Axel and Feldner, Ingo and et al.}, year={2024} }"}},{"_id":"53663","user_id":"8961","ddc":["004"],"volume":9,"status":"public","has_accepted_license":"1","oa":"1","file_date_updated":"2024-04-26T08:35:17Z","citation":{"short":"C. Bauer, T. Kenter, M. Lass, L. Mazur, M. Meyer, H. Nitsche, H. Riebler, R. Schade, M. Schwarz, N. Winnwa, A. Wiens, X. Wu, C. Plessl, J. Simon, Journal of Large-Scale Research Facilities 9 (2024).","chicago":"Bauer, Carsten, Tobias Kenter, Michael Lass, Lukas Mazur, Marius Meyer, Holger Nitsche, Heinrich Riebler, et al. “Noctua 2 Supercomputer.” <i>Journal of Large-Scale Research Facilities</i> 9 (2024). <a href=\"https://doi.org/10.17815/jlsrf-8-187 \">https://doi.org/10.17815/jlsrf-8-187 </a>.","ieee":"C. Bauer <i>et al.</i>, “Noctua 2 Supercomputer,” <i>Journal of large-scale research facilities</i>, vol. 9, 2024, doi: <a href=\"https://doi.org/10.17815/jlsrf-8-187 \">10.17815/jlsrf-8-187 </a>.","apa":"Bauer, C., Kenter, T., Lass, M., Mazur, L., Meyer, M., Nitsche, H., Riebler, H., Schade, R., Schwarz, M., Winnwa, N., Wiens, A., Wu, X., Plessl, C., &#38; Simon, J. (2024). Noctua 2 Supercomputer. <i>Journal of Large-Scale Research Facilities</i>, <i>9</i>. <a href=\"https://doi.org/10.17815/jlsrf-8-187 \">https://doi.org/10.17815/jlsrf-8-187 </a>","bibtex":"@article{Bauer_Kenter_Lass_Mazur_Meyer_Nitsche_Riebler_Schade_Schwarz_Winnwa_et al._2024, title={Noctua 2 Supercomputer}, volume={9}, DOI={<a href=\"https://doi.org/10.17815/jlsrf-8-187 \">10.17815/jlsrf-8-187 </a>}, journal={Journal of large-scale research facilities}, author={Bauer, Carsten and Kenter, Tobias and Lass, Michael and Mazur, Lukas and Meyer, Marius and Nitsche, Holger and Riebler, Heinrich and Schade, Robert and Schwarz, Michael and Winnwa, Nils and et al.}, year={2024} }","ama":"Bauer C, Kenter T, Lass M, et al. Noctua 2 Supercomputer. <i>Journal of large-scale research facilities</i>. 2024;9. doi:<a href=\"https://doi.org/10.17815/jlsrf-8-187 \">10.17815/jlsrf-8-187 </a>","mla":"Bauer, Carsten, et al. “Noctua 2 Supercomputer.” <i>Journal of Large-Scale Research Facilities</i>, vol. 9, 2024, doi:<a href=\"https://doi.org/10.17815/jlsrf-8-187 \">10.17815/jlsrf-8-187 </a>."},"project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"language":[{"iso":"eng"}],"doi":"10.17815/jlsrf-8-187 ","title":"Noctua 2 Supercomputer","year":"2024","author":[{"full_name":"Bauer, Carsten","first_name":"Carsten","last_name":"Bauer","id":"90082"},{"full_name":"Kenter, Tobias","first_name":"Tobias","last_name":"Kenter","id":"3145"},{"id":"24135","full_name":"Lass, Michael","first_name":"Michael","last_name":"Lass","orcid":"0000-0002-5708-7632"},{"id":"90492","full_name":"Mazur, Lukas","orcid":" 0000-0001-6304-7082","last_name":"Mazur","first_name":"Lukas"},{"full_name":"Meyer, Marius","first_name":"Marius","last_name":"Meyer","id":"40778"},{"id":"15272","first_name":"Holger","last_name":"Nitsche","full_name":"Nitsche, Holger"},{"first_name":"Heinrich","last_name":"Riebler","full_name":"Riebler, Heinrich","id":"8961"},{"id":"75963","full_name":"Schade, Robert","first_name":"Robert","last_name":"Schade","orcid":"0000-0002-6268-5397"},{"first_name":"Michael","last_name":"Schwarz","full_name":"Schwarz, Michael","id":"5312"},{"full_name":"Winnwa, Nils","last_name":"Winnwa","first_name":"Nils","id":"61189"},{"orcid":"0000-0003-1764-9773","last_name":"Wiens","first_name":"Alex","full_name":"Wiens, Alex","id":"23522"},{"id":"77439","last_name":"Wu","first_name":"Xin","full_name":"Wu, Xin"},{"id":"16153","last_name":"Plessl","orcid":"0000-0001-5728-9982","first_name":"Christian","full_name":"Plessl, Christian"},{"id":"15273","first_name":"Jens","last_name":"Simon","full_name":"Simon, Jens"}],"publication_status":"published","date_updated":"2024-04-26T08:44:30Z","article_type":"original","intvolume":"         9","file":[{"creator":"deffel","date_created":"2024-04-26T07:30:20Z","date_updated":"2024-04-26T08:35:17Z","relation":"main_file","access_level":"open_access","file_size":3825480,"file_name":"Noctua2_Supercomputer.pdf","content_type":"application/pdf","file_id":"53664"}],"date_created":"2024-04-26T07:39:41Z","keyword":["Noctua 2","Supercomputer","FPGA","PC2","Paderborn Center for Parallel Computing"],"type":"journal_article","department":[{"_id":"27"},{"_id":"518"}],"publication":"Journal of large-scale research facilities","abstract":[{"lang":"eng","text":"Noctua 2 is a supercomputer operated at the Paderborn Center for Parallel Computing (PC2) at Paderborn University in Germany. Noctua 2 was inaugurated in 2022 and is an Atos BullSequana XH2000 system. It consists mainly of three node types: 1) CPU Compute nodes with AMD EPYC processors in different main memory configurations, 2) GPU nodes with NVIDIA A100 GPUs, and 3) FPGA nodes with Xilinx Alveo U280 and Intel Stratix 10 FPGA cards. While CPUs and GPUs are known off-the-shelf components in HPC systems, the operation of a large number of FPGA cards from different vendors and a dedicated FPGA-to-FPGA network are unique characteristics of Noctua 2. This paper describes in detail the overall setup of Noctua 2 and gives insights into the operation of the cluster from a hardware, software and facility perspective."}]},{"user_id":"78813","doi":"10.1109/icar58858.2023.10406329","_id":"53643","language":[{"iso":"eng"}],"publisher":"IEEE","publication_status":"published","date_updated":"2024-04-29T11:59:00Z","title":"Visual Tracking Nonlinear Model Predictive Control Method for Autonomous Wind Turbine Inspection","status":"public","year":"2024","author":[{"full_name":"Amer, Abdelhakim","last_name":"Amer","first_name":"Abdelhakim"},{"full_name":"Mehndiratta, Mohit","first_name":"Mohit","last_name":"Mehndiratta"},{"full_name":"le Fevre Sejersen, Jonas","first_name":"Jonas","last_name":"le Fevre Sejersen"},{"first_name":"Huy Xuan","last_name":"Pham","full_name":"Pham, Huy Xuan"},{"first_name":"Erdal","last_name":"Kayacan","full_name":"Kayacan, Erdal","id":"98838"}],"type":"conference","department":[{"_id":"57"}],"date_created":"2024-04-25T10:25:39Z","publication":"2023 21st International Conference on Advanced Robotics (ICAR)","citation":{"ieee":"A. 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Visual Tracking Nonlinear Model Predictive Control Method for Autonomous Wind Turbine Inspection. In: <i>2023 21st International Conference on Advanced Robotics (ICAR)</i>. IEEE; 2024. doi:<a href=\"https://doi.org/10.1109/icar58858.2023.10406329\">10.1109/icar58858.2023.10406329</a>"}},{"date_created":"2024-01-12T15:11:58Z","department":[{"_id":"66"},{"_id":"534"}],"type":"journal_article","citation":{"chicago":"Krings, Sarah Claudia, and Enes Yigitbas. “TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR.” <i>Proceedings of the ACM on Human-Computer Interaction, EICS</i> 8, no. 251 (2024): 22.","short":"S.C. Krings, E. Yigitbas, Proceedings of the ACM on Human-Computer Interaction, EICS 8 (2024) 22.","apa":"Krings, S. C., &#38; Yigitbas, E. (2024). TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR. <i>Proceedings of the ACM on Human-Computer Interaction, EICS</i>, <i>8</i>(251), 22.","ieee":"S. C. Krings and E. 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