[{"publication":"Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics","type":"conference","status":"public","_id":"20115","department":[{"_id":"600"}],"user_id":"82920","language":[{"iso":"eng"}],"year":"2021","page":"1718-1729","citation":{"chicago":"Skitalinskaya, Gabriella, Jonas Klaff, and Henning Wachsmuth. “Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale.” In <i>Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics</i>, 1718–29, 2021.","ieee":"G. Skitalinskaya, J. Klaff, and H. Wachsmuth, “Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale,” in <i>Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics</i>, 2021, pp. 1718–1729.","ama":"Skitalinskaya G, Klaff J, Wachsmuth H. Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale. In: <i>Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics</i>. ; 2021:1718-1729.","apa":"Skitalinskaya, G., Klaff, J., &#38; Wachsmuth, H. (2021). Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale. In <i>Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics</i> (pp. 1718–1729).","short":"G. Skitalinskaya, J. Klaff, H. Wachsmuth, in: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics, 2021, pp. 1718–1729.","bibtex":"@inproceedings{Skitalinskaya_Klaff_Wachsmuth_2021, title={Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale}, booktitle={Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics}, author={Skitalinskaya, Gabriella and Klaff, Jonas and Wachsmuth, Henning}, year={2021}, pages={1718–1729} }","mla":"Skitalinskaya, Gabriella, et al. “Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale.” <i>Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics</i>, 2021, pp. 1718–29."},"date_updated":"2022-01-06T06:54:19Z","author":[{"last_name":"Skitalinskaya","full_name":"Skitalinskaya, Gabriella","first_name":"Gabriella"},{"first_name":"Jonas","last_name":"Klaff","full_name":"Klaff, Jonas"},{"first_name":"Henning","last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","id":"3900"}],"date_created":"2020-10-16T12:39:27Z","title":"Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale","main_file_link":[{"url":"https://www.aclweb.org/anthology/2021.eacl-main.147/"}]},{"language":[{"iso":"eng"}],"keyword":["Flow scheduling","Deadlines","Reinforcement learning"],"ddc":["000"],"department":[{"_id":"75"}],"user_id":"63288","_id":"20125","project":[{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C4","_id":"16"},{"name":"SFB 901","_id":"1"}],"status":"public","abstract":[{"text":"Datacenter applications have different resource requirements from network and developing flow scheduling heuristics for every workload is practically infeasible. In this paper, we show that deep reinforcement learning (RL) can be used to efficiently learn flow scheduling policies for different workloads without manual feature engineering. Specifically, we present LFS, which learns to optimize a high-level performance objective, e.g., maximize the number of flow admissions while meeting the deadlines. The LFS scheduler is trained through deep RL to learn a scheduling policy on continuous online flow arrivals. The evaluation results show that the trained LFS scheduler admits 1.05x more flows than the greedy flow scheduling heuristics under varying network load.","lang":"eng"}],"publication":"2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC)","type":"conference","conference":{"end_date":"2021-01-12","location":"Las Vegas, USA","name":"2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC)","start_date":"2021-01-09"},"doi":"https://doi.org/10.1109/CCNC49032.2021.9369514","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9369514"}],"title":"Learning Flow Scheduling","author":[{"first_name":"Asif","full_name":"Hasnain, Asif","id":"63288","last_name":"Hasnain"},{"first_name":"Holger","last_name":"Karl","id":"126","full_name":"Karl, Holger"}],"date_created":"2020-10-19T14:27:17Z","publisher":"IEEE Computer Society","date_updated":"2022-01-06T06:54:20Z","citation":{"ieee":"A. Hasnain and H. Karl, “Learning Flow Scheduling,” in <i>2021 IEEE 18th Annual Consumer Communications &#38; Networking Conference (CCNC)</i>, Las Vegas, USA.","chicago":"Hasnain, Asif, and Holger Karl. “Learning Flow Scheduling.” In <i>2021 IEEE 18th Annual Consumer Communications &#38; Networking Conference (CCNC)</i>. IEEE Computer Society, n.d. <a href=\"https://doi.org/10.1109/CCNC49032.2021.9369514\">https://doi.org/10.1109/CCNC49032.2021.9369514</a>.","ama":"Hasnain A, Karl H. Learning Flow Scheduling. In: <i>2021 IEEE 18th Annual Consumer Communications &#38; Networking Conference (CCNC)</i>. IEEE Computer Society. doi:<a href=\"https://doi.org/10.1109/CCNC49032.2021.9369514\">https://doi.org/10.1109/CCNC49032.2021.9369514</a>","apa":"Hasnain, A., &#38; Karl, H. (n.d.). Learning Flow Scheduling. In <i>2021 IEEE 18th Annual Consumer Communications &#38; Networking Conference (CCNC)</i>. Las Vegas, USA: IEEE Computer Society. <a href=\"https://doi.org/10.1109/CCNC49032.2021.9369514\">https://doi.org/10.1109/CCNC49032.2021.9369514</a>","bibtex":"@inproceedings{Hasnain_Karl, title={Learning Flow Scheduling}, DOI={<a href=\"https://doi.org/10.1109/CCNC49032.2021.9369514\">https://doi.org/10.1109/CCNC49032.2021.9369514</a>}, booktitle={2021 IEEE 18th Annual Consumer Communications &#38; Networking Conference (CCNC)}, publisher={IEEE Computer Society}, author={Hasnain, Asif and Karl, Holger} }","mla":"Hasnain, Asif, and Holger Karl. “Learning Flow Scheduling.” <i>2021 IEEE 18th Annual Consumer Communications &#38; Networking Conference (CCNC)</i>, IEEE Computer Society, doi:<a href=\"https://doi.org/10.1109/CCNC49032.2021.9369514\">https://doi.org/10.1109/CCNC49032.2021.9369514</a>.","short":"A. Hasnain, H. Karl, in: 2021 IEEE 18th Annual Consumer Communications &#38; Networking Conference (CCNC), IEEE Computer Society, n.d."},"year":"2021","publication_status":"accepted"},{"publication":"Business Modeling and Software Design","type":"conference","status":"public","file":[{"content_type":"application/pdf","relation":"main_file","date_updated":"2021-07-20T16:19:56Z","creator":"sego","date_created":"2021-07-20T16:17:55Z","file_size":1101782,"file_id":"22768","file_name":"BMSD21.pdf","access_level":"open_access"}],"editor":[{"full_name":"Shishkov, Boris","last_name":"Shishkov","first_name":"Boris"}],"department":[{"_id":"66"},{"_id":"534"}],"user_id":"47208","_id":"20244","project":[{"_id":"1","name":"SFB 901"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"17","name":"SFB 901 - Subproject C5"}],"file_date_updated":"2021-07-20T16:19:56Z","language":[{"iso":"eng"}],"ddc":["000"],"has_accepted_license":"1","citation":{"apa":"Gottschalk, S., Kirchhoff, J., &#38; Engels, G. (2021). Extending Business Model Development Tools with Consolidated Expert Knowledge . In B. Shishkov (Ed.), <i>Business Modeling and Software Design</i>. Sofia. <a href=\"https://doi.org/10.1007/978-3-030-79976-2_1\">https://doi.org/10.1007/978-3-030-79976-2_1</a>","short":"S. Gottschalk, J. Kirchhoff, G. Engels, in: B. Shishkov (Ed.), Business Modeling and Software Design, 2021.","bibtex":"@inproceedings{Gottschalk_Kirchhoff_Engels_2021, title={Extending Business Model Development Tools with Consolidated Expert Knowledge }, DOI={<a href=\"https://doi.org/10.1007/978-3-030-79976-2_1\">10.1007/978-3-030-79976-2_1</a>}, booktitle={Business Modeling and Software Design}, author={Gottschalk, Sebastian and Kirchhoff, Jonas and Engels, Gregor}, editor={Shishkov, BorisEditor}, year={2021} }","mla":"Gottschalk, Sebastian, et al. “Extending Business Model Development Tools with Consolidated Expert Knowledge .” <i>Business Modeling and Software Design</i>, edited by Boris Shishkov, 2021, doi:<a href=\"https://doi.org/10.1007/978-3-030-79976-2_1\">10.1007/978-3-030-79976-2_1</a>.","ama":"Gottschalk S, Kirchhoff J, Engels G. Extending Business Model Development Tools with Consolidated Expert Knowledge . In: Shishkov B, ed. <i>Business Modeling and Software Design</i>. ; 2021. doi:<a href=\"https://doi.org/10.1007/978-3-030-79976-2_1\">10.1007/978-3-030-79976-2_1</a>","ieee":"S. Gottschalk, J. Kirchhoff, and G. Engels, “Extending Business Model Development Tools with Consolidated Expert Knowledge ,” in <i>Business Modeling and Software Design</i>, Sofia, 2021.","chicago":"Gottschalk, Sebastian, Jonas Kirchhoff, and Gregor Engels. “Extending Business Model Development Tools with Consolidated Expert Knowledge .” In <i>Business Modeling and Software Design</i>, edited by Boris Shishkov, 2021. <a href=\"https://doi.org/10.1007/978-3-030-79976-2_1\">https://doi.org/10.1007/978-3-030-79976-2_1</a>."},"year":"2021","author":[{"first_name":"Sebastian","id":"47208","full_name":"Gottschalk, Sebastian","last_name":"Gottschalk"},{"last_name":"Kirchhoff","full_name":"Kirchhoff, Jonas","id":"39928","first_name":"Jonas"},{"id":"107","full_name":"Engels, Gregor","last_name":"Engels","first_name":"Gregor"}],"date_created":"2020-11-02T13:27:29Z","oa":"1","date_updated":"2022-01-06T06:54:25Z","doi":"10.1007/978-3-030-79976-2_1","conference":{"name":"International Symposium on Business Modeling and Software Design","start_date":"2021-07-05","end_date":"2021-07-07","location":"Sofia"},"title":"Extending Business Model Development Tools with Consolidated Expert Knowledge "},{"abstract":[{"text":"N-body methods are one of the essential algorithmic building blocks of high-performance and parallel computing. Previous research has shown promising performance for implementing n-body simulations with pairwise force calculations on FPGAs. However, to avoid challenges with accumulation and memory access patterns, the presented designs calculate each pair of forces twice, along with both force sums of the involved particles. Also, they require large problem instances with hundreds of thousands of particles to reach their respective peak performance, limiting the applicability for strong scaling scenarios. This work addresses both issues by presenting a novel FPGA design that uses each calculated force twice and overlaps data transfers and computations in a way that allows to reach peak performance even for small problem instances, outperforming previous single precision results even in double precision, and scaling linearly over multiple interconnected FPGAs. For a comparison across architectures, we provide an equally optimized CPU reference, which for large problems actually achieves higher peak performance per device, however, given the strong scaling advantages of the FPGA design, in parallel setups with few thousand particles per device, the FPGA platform achieves highest performance and power efficiency.","lang":"eng"}],"publication":"ACM Transactions on Reconfigurable Technology and Systems","language":[{"iso":"eng"}],"year":"2021","issue":"1","quality_controlled":"1","title":"The Strong Scaling Advantage of FPGAs in HPC for N-body Simulations","date_created":"2021-11-30T10:00:31Z","status":"public","type":"journal_article","article_type":"original","user_id":"3145","department":[{"_id":"27"},{"_id":"518"}],"_id":"28099","citation":{"bibtex":"@article{Menzel_Plessl_Kenter_2021, title={The Strong Scaling Advantage of FPGAs in HPC for N-body Simulations}, volume={15}, DOI={<a href=\"https://doi.org/10.1145/3491235\">10.1145/3491235</a>}, number={1}, journal={ACM Transactions on Reconfigurable Technology and Systems}, author={Menzel, Johannes and Plessl, Christian and Kenter, Tobias}, year={2021}, pages={1–30} }","short":"J. Menzel, C. Plessl, T. Kenter, ACM Transactions on Reconfigurable Technology and Systems 15 (2021) 1–30.","mla":"Menzel, Johannes, et al. “The Strong Scaling Advantage of FPGAs in HPC for N-Body Simulations.” <i>ACM Transactions on Reconfigurable Technology and Systems</i>, vol. 15, no. 1, 2021, pp. 1–30, doi:<a href=\"https://doi.org/10.1145/3491235\">10.1145/3491235</a>.","apa":"Menzel, J., Plessl, C., &#38; Kenter, T. (2021). The Strong Scaling Advantage of FPGAs in HPC for N-body Simulations. <i>ACM Transactions on Reconfigurable Technology and Systems</i>, <i>15</i>(1), 1–30. <a href=\"https://doi.org/10.1145/3491235\">https://doi.org/10.1145/3491235</a>","ieee":"J. Menzel, C. Plessl, and T. Kenter, “The Strong Scaling Advantage of FPGAs in HPC for N-body Simulations,” <i>ACM Transactions on Reconfigurable Technology and Systems</i>, vol. 15, no. 1, pp. 1–30, 2021, doi: <a href=\"https://doi.org/10.1145/3491235\">10.1145/3491235</a>.","chicago":"Menzel, Johannes, Christian Plessl, and Tobias Kenter. “The Strong Scaling Advantage of FPGAs in HPC for N-Body Simulations.” <i>ACM Transactions on Reconfigurable Technology and Systems</i> 15, no. 1 (2021): 1–30. <a href=\"https://doi.org/10.1145/3491235\">https://doi.org/10.1145/3491235</a>.","ama":"Menzel J, Plessl C, Kenter T. The Strong Scaling Advantage of FPGAs in HPC for N-body Simulations. <i>ACM Transactions on Reconfigurable Technology and Systems</i>. 2021;15(1):1-30. doi:<a href=\"https://doi.org/10.1145/3491235\">10.1145/3491235</a>"},"page":"1-30","intvolume":"        15","publication_status":"published","publication_identifier":{"issn":["1936-7406","1936-7414"]},"main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/10.1145/3491235"}],"doi":"10.1145/3491235","author":[{"last_name":"Menzel","full_name":"Menzel, Johannes","first_name":"Johannes"},{"first_name":"Christian","last_name":"Plessl","orcid":"0000-0001-5728-9982","id":"16153","full_name":"Plessl, Christian"},{"full_name":"Kenter, Tobias","id":"3145","last_name":"Kenter","first_name":"Tobias"}],"volume":15,"date_updated":"2022-01-06T06:57:51Z","oa":"1"},{"project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B3","_id":"11"},{"_id":"10","name":"SFB 901 - Subproject B2"}],"_id":"28350","user_id":"477","department":[{"_id":"7"},{"_id":"77"},{"_id":"574"}],"language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)","abstract":[{"lang":"eng","text":"In recent years, we observe an increasing amount of software with machine learning components being deployed. This poses the question of quality assurance for such components: how can we validate whether specified requirements are fulfilled by a machine learned software? Current testing and verification approaches either focus on a single requirement (e.g., fairness) or specialize on a single type of machine learning model (e.g., neural networks).\r\nIn this paper, we propose property-driven testing of machine learning models. Our approach MLCheck encompasses (1) a language for property specification, and (2) a technique for systematic test case generation. The specification language is comparable to property-based testing languages. Test case generation employs advanced verification technology for a systematic, property dependent construction of test suites, without additional user supplied generator functions. We evaluate MLCheck using requirements and data sets from three different application areas (software\r\ndiscrimination, learning on knowledge graphs and security). Our evaluation shows that despite its generality MLCheck can even outperform specialised testing approaches while having a comparable runtime"}],"status":"public","publisher":"IEEE","date_updated":"2022-01-06T06:58:02Z","date_created":"2021-12-07T11:11:36Z","author":[{"first_name":"Arnab","full_name":"Sharma, Arnab","id":"67200","last_name":"Sharma"},{"first_name":"Caglar","last_name":"Demir","id":"43817","full_name":"Demir, Caglar"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"},{"first_name":"Heike","last_name":"Wehrheim","id":"573","full_name":"Wehrheim, Heike"}],"title":"MLCHECK–Property-Driven Testing of Machine Learning Classifiers","publication_status":"accepted","year":"2021","citation":{"ieee":"A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.”","chicago":"Sharma, Arnab, Caglar Demir, Axel-Cyrille Ngonga Ngomo, and Heike Wehrheim. “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.” In <i>Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)</i>. IEEE, n.d.","ama":"Sharma A, Demir C, Ngonga Ngomo A-C, Wehrheim H. MLCHECK–Property-Driven Testing of Machine Learning Classifiers. In: <i>Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)</i>. IEEE.","apa":"Sharma, A., Demir, C., Ngonga Ngomo, A.-C., &#38; Wehrheim, H. (n.d.). MLCHECK–Property-Driven Testing of Machine Learning Classifiers. <i>Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)</i>.","short":"A. Sharma, C. Demir, A.-C. Ngonga Ngomo, H. Wehrheim, in: Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE, n.d.","bibtex":"@inproceedings{Sharma_Demir_Ngonga Ngomo_Wehrheim, title={MLCHECK–Property-Driven Testing of Machine Learning Classifiers}, booktitle={Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)}, publisher={IEEE}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike} }","mla":"Sharma, Arnab, et al. “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.” <i>Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)</i>, IEEE."}},{"year":"2021","citation":{"apa":"Drees, J. P., Gupta, P., Hüllermeier, E., Jager, T., Konze, A., Priesterjahn, C., Ramaswamy, A., &#38; Somorovsky, J. (2021). Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs! <i>14th ACM Workshop on Artificial Intelligence and Security</i>.","mla":"Drees, Jan Peter, et al. “Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs!” <i>14th ACM Workshop on Artificial Intelligence and Security</i>, 2021.","bibtex":"@article{Drees_Gupta_Hüllermeier_Jager_Konze_Priesterjahn_Ramaswamy_Somorovsky_2021, title={Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs!}, journal={14th ACM Workshop on Artificial Intelligence and Security}, author={Drees, Jan Peter and Gupta, Pritha and Hüllermeier, Eyke and Jager, Tibor and Konze, Alexander and Priesterjahn, Claudia and Ramaswamy, Arunselvan and Somorovsky, Juraj}, year={2021} }","short":"J.P. Drees, P. Gupta, E. Hüllermeier, T. Jager, A. Konze, C. Priesterjahn, A. Ramaswamy, J. Somorovsky, 14th ACM Workshop on Artificial Intelligence and Security (2021).","ama":"Drees JP, Gupta P, Hüllermeier E, et al. Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs! <i>14th ACM Workshop on Artificial Intelligence and Security</i>. Published online 2021.","chicago":"Drees, Jan Peter, Pritha Gupta, Eyke Hüllermeier, Tibor Jager, Alexander Konze, Claudia Priesterjahn, Arunselvan Ramaswamy, and Juraj Somorovsky. “Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs!” <i>14th ACM Workshop on Artificial Intelligence and Security</i>, 2021.","ieee":"J. P. Drees <i>et al.</i>, “Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs!,” <i>14th ACM Workshop on Artificial Intelligence and Security</i>, 2021."},"date_updated":"2022-01-06T06:56:08Z","author":[{"full_name":"Drees, Jan Peter","last_name":"Drees","first_name":"Jan Peter"},{"first_name":"Pritha","last_name":"Gupta","full_name":"Gupta, Pritha","id":"54803"},{"first_name":"Eyke","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","id":"48129"},{"last_name":"Jager","full_name":"Jager, Tibor","first_name":"Tibor"},{"first_name":"Alexander","full_name":"Konze, Alexander","last_name":"Konze"},{"first_name":"Claudia","full_name":"Priesterjahn, Claudia","last_name":"Priesterjahn"},{"first_name":"Arunselvan","orcid":"https://orcid.org/ 0000-0001-7547-8111","last_name":"Ramaswamy","id":"66937","full_name":"Ramaswamy, Arunselvan"},{"first_name":"Juraj","full_name":"Somorovsky, Juraj","id":"83504","last_name":"Somorovsky","orcid":"0000-0002-3593-7720"}],"date_created":"2021-09-10T09:56:27Z","title":"Automated Detection of Side Channels in Cryptographic Protocols: DROWN the ROBOTs!","type":"journal_article","publication":"14th ACM Workshop on Artificial Intelligence and Security","status":"public","_id":"24143","user_id":"83504","department":[{"_id":"632"}],"language":[{"iso":"eng"}]},{"publication":"Physica D: Nonlinear Phenomena","type":"journal_article","status":"public","department":[{"_id":"101"}],"user_id":"81513","_id":"24169","language":[{"iso":"eng"}],"article_number":"133018","publication_identifier":{"issn":["0167-2789"]},"publication_status":"published","citation":{"ama":"Nüske F, Gelß P, Klus S, Clementi C. Tensor-based computation of metastable and coherent sets. <i>Physica D: Nonlinear Phenomena</i>. Published online 2021. doi:<a href=\"https://doi.org/10.1016/j.physd.2021.133018\">10.1016/j.physd.2021.133018</a>","ieee":"F. Nüske, P. Gelß, S. Klus, and C. Clementi, “Tensor-based computation of metastable and coherent sets,” <i>Physica D: Nonlinear Phenomena</i>, Art. no. 133018, 2021, doi: <a href=\"https://doi.org/10.1016/j.physd.2021.133018\">10.1016/j.physd.2021.133018</a>.","chicago":"Nüske, Feliks, Patrick Gelß, Stefan Klus, and Cecilia Clementi. “Tensor-Based Computation of Metastable and Coherent Sets.” <i>Physica D: Nonlinear Phenomena</i>, 2021. <a href=\"https://doi.org/10.1016/j.physd.2021.133018\">https://doi.org/10.1016/j.physd.2021.133018</a>.","short":"F. Nüske, P. Gelß, S. Klus, C. Clementi, Physica D: Nonlinear Phenomena (2021).","mla":"Nüske, Feliks, et al. “Tensor-Based Computation of Metastable and Coherent Sets.” <i>Physica D: Nonlinear Phenomena</i>, 133018, 2021, doi:<a href=\"https://doi.org/10.1016/j.physd.2021.133018\">10.1016/j.physd.2021.133018</a>.","bibtex":"@article{Nüske_Gelß_Klus_Clementi_2021, title={Tensor-based computation of metastable and coherent sets}, DOI={<a href=\"https://doi.org/10.1016/j.physd.2021.133018\">10.1016/j.physd.2021.133018</a>}, number={133018}, journal={Physica D: Nonlinear Phenomena}, author={Nüske, Feliks and Gelß, Patrick and Klus, Stefan and Clementi, Cecilia}, year={2021} }","apa":"Nüske, F., Gelß, P., Klus, S., &#38; Clementi, C. (2021). Tensor-based computation of metastable and coherent sets. <i>Physica D: Nonlinear Phenomena</i>, Article 133018. <a href=\"https://doi.org/10.1016/j.physd.2021.133018\">https://doi.org/10.1016/j.physd.2021.133018</a>"},"year":"2021","author":[{"first_name":"Feliks","orcid":"0000-0003-2444-7889","last_name":"Nüske","full_name":"Nüske, Feliks","id":"81513"},{"first_name":"Patrick","full_name":"Gelß, Patrick","last_name":"Gelß"},{"first_name":"Stefan","last_name":"Klus","full_name":"Klus, Stefan"},{"first_name":"Cecilia","full_name":"Clementi, Cecilia","last_name":"Clementi"}],"date_created":"2021-09-12T08:51:24Z","date_updated":"2022-01-06T06:56:08Z","doi":"10.1016/j.physd.2021.133018","title":"Tensor-based computation of metastable and coherent sets"},{"publication_status":"published","publication_identifier":{"issn":["2632-2153"]},"citation":{"short":"S. Klus, P. Gelß, F. Nüske, F. Noé, Machine Learning: Science and Technology (2021).","bibtex":"@article{Klus_Gelß_Nüske_Noé_2021, title={Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry}, DOI={<a href=\"https://doi.org/10.1088/2632-2153/ac14ad\">10.1088/2632-2153/ac14ad</a>}, number={045016}, journal={Machine Learning: Science and Technology}, author={Klus, Stefan and Gelß, Patrick and Nüske, Feliks and Noé, Frank}, year={2021} }","mla":"Klus, Stefan, et al. “Symmetric and Antisymmetric Kernels for Machine Learning Problems in Quantum Physics and Chemistry.” <i>Machine Learning: Science and Technology</i>, 045016, 2021, doi:<a href=\"https://doi.org/10.1088/2632-2153/ac14ad\">10.1088/2632-2153/ac14ad</a>.","apa":"Klus, S., Gelß, P., Nüske, F., &#38; Noé, F. (2021). 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ICED 2021, Gothenburg, Sweden."},"year":"2021","publication_status":"published","language":[{"iso":"eng"}],"user_id":"15782","department":[{"_id":"563"}],"_id":"26403","status":"public","type":"conference","publication":"Proceedings of the International Conference on Engineering Design, ICED 2021"},{"user_id":"15782","department":[{"_id":"563"}],"_id":"26404","language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0","status":"public","editor":[{"first_name":"Michael E.","full_name":"Auer, Michael E.","last_name":"Auer"},{"first_name":"Kalyan Ram","last_name":"Bhimavaram","full_name":"Bhimavaram, Kalyan Ram"},{"last_name":"Yue","full_name":"Yue, Xiao-Guang","first_name":"Xiao-Guang"}],"date_created":"2021-10-18T13:01:07Z","author":[{"first_name":"Daniel","full_name":"Eckertz, Daniel","last_name":"Eckertz"},{"last_name":"Anacker","full_name":"Anacker, Harald","first_name":"Harald"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"volume":"vol. 298","date_updated":"2022-01-06T06:57:20Z","publisher":"Springer International Publishing","title":"Augmented Reality-based Product Validation to Support Collaborative Engineering of Complex Technical Systems","publication_status":"published","publication_identifier":{"isbn":["978-3-030-82528-7"]},"citation":{"apa":"Eckertz, D., Anacker, H., &#38; Dumitrescu, R. (2021). Augmented Reality-based Product Validation to Support Collaborative Engineering of Complex Technical Systems. In M. E. Auer, K. R. Bhimavaram, &#38; X.-G. Yue (Eds.), <i>Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0</i> (Vol. 298, pp. 451–463). Springer International Publishing.","bibtex":"@inproceedings{Eckertz_Anacker_Dumitrescu_2021, title={Augmented Reality-based Product Validation to Support Collaborative Engineering of Complex Technical Systems}, volume={298}, booktitle={Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0}, publisher={Springer International Publishing}, author={Eckertz, Daniel and Anacker, Harald and Dumitrescu, Roman}, editor={Auer, Michael E. and Bhimavaram, Kalyan Ram and Yue, Xiao-Guang}, year={2021}, pages={451–463} }","mla":"Eckertz, Daniel, et al. “Augmented Reality-Based Product Validation to Support Collaborative Engineering of Complex Technical Systems.” <i>Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0</i>, edited by Michael E. Auer et al., vol. 298, Springer International Publishing, 2021, pp. 451–63.","short":"D. Eckertz, H. Anacker, R. Dumitrescu, in: M.E. Auer, K.R. Bhimavaram, X.-G. Yue (Eds.), Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0, Springer International Publishing, 2021, pp. 451–463.","ama":"Eckertz D, Anacker H, Dumitrescu R. Augmented Reality-based Product Validation to Support Collaborative Engineering of Complex Technical Systems. In: Auer ME, Bhimavaram KR, Yue X-G, eds. <i>Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0</i>. Vol 298. Springer International Publishing; 2021:451-463.","chicago":"Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Augmented Reality-Based Product Validation to Support Collaborative Engineering of Complex Technical Systems.” In <i>Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0</i>, edited by Michael E. Auer, Kalyan Ram Bhimavaram, and Xiao-Guang Yue, 298:451–63. Springer International Publishing, 2021.","ieee":"D. Eckertz, H. Anacker, and R. Dumitrescu, “Augmented Reality-based Product Validation to Support Collaborative Engineering of Complex Technical Systems,” in <i>Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0</i>, 2021, vol. 298, pp. 451–463."},"page":"451-463","year":"2021"},{"conference":{"name":"31st CIRP Design Conference","start_date":"2021-05-19","end_date":"2021-05-21","location":"Enschede, the Netherlands"},"title":"Analyzing socio-technical risks in implementation of Industry 4.0-use cases","volume":"vol. 100","date_created":"2021-10-19T07:01:06Z","author":[{"last_name":"Gabriel","full_name":"Gabriel, Stefan","first_name":"Stefan"},{"full_name":"Grauthoff, Tobias","last_name":"Grauthoff","first_name":"Tobias"},{"first_name":"Robert","last_name":"Joppen","full_name":"Joppen, Robert"},{"first_name":"Arno","full_name":"Kühn, Arno","last_name":"Kühn"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"date_updated":"2022-01-06T06:57:21Z","page":"241-246","citation":{"chicago":"Gabriel, Stefan, Tobias Grauthoff, Robert Joppen, Arno Kühn, and Roman Dumitrescu. “Analyzing Socio-Technical Risks in Implementation of Industry 4.0-Use Cases.” In <i>Procedia CIRP</i>, 100:241–46, 2021.","ieee":"S. Gabriel, T. Grauthoff, R. Joppen, A. Kühn, and R. Dumitrescu, “Analyzing socio-technical risks in implementation of Industry 4.0-use cases,” in <i>Procedia CIRP</i>, Enschede, the Netherlands, 2021, vol. 100, pp. 241–246.","ama":"Gabriel S, Grauthoff T, Joppen R, Kühn A, Dumitrescu R. Analyzing socio-technical risks in implementation of Industry 4.0-use cases. In: <i>Procedia CIRP</i>. Vol 100. ; 2021:241-246.","bibtex":"@inproceedings{Gabriel_Grauthoff_Joppen_Kühn_Dumitrescu_2021, title={Analyzing socio-technical risks in implementation of Industry 4.0-use cases}, volume={100}, booktitle={Procedia CIRP}, author={Gabriel, Stefan and Grauthoff, Tobias and Joppen, Robert and Kühn, Arno and Dumitrescu, Roman}, year={2021}, pages={241–246} }","mla":"Gabriel, Stefan, et al. “Analyzing Socio-Technical Risks in Implementation of Industry 4.0-Use Cases.” <i>Procedia CIRP</i>, vol. 100, 2021, pp. 241–46.","short":"S. Gabriel, T. Grauthoff, R. Joppen, A. Kühn, R. Dumitrescu, in: Procedia CIRP, 2021, pp. 241–246.","apa":"Gabriel, S., Grauthoff, T., Joppen, R., Kühn, A., &#38; Dumitrescu, R. (2021). Analyzing socio-technical risks in implementation of Industry 4.0-use cases. <i>Procedia CIRP</i>, <i>100</i>, 241–246."},"year":"2021","publication_status":"published","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"26492","status":"public","publication":"Procedia CIRP","type":"conference"},{"abstract":[{"lang":"eng","text":"Previous research in proof-carrying hardware has established the feasibility and utility of the approach, and provided a concrete solution for employing it for the certification of functional equivalence checking against a specification, but fell short in connecting it to state-of-the-art formal verification insights, methods and tools. Due to the immense complexity of modern circuits, and verification challenges such as the state explosion problem for sequential circuits, this restriction of readily-available verification solutions severely limited the applicability of the approach in wider contexts.\r\n\r\nThis thesis closes the gap between the PCH approach and current advances in formal hardware verification, provides methods and tools to express and certify a wide range of circuit properties, both functional and non-functional, and presents for the first time prototypes in which circuits that are implemented on actual reconfigurable hardware are verified with PCH methods. Using these results, designers can now apply PCH to establish trust in more complex circuits, by using more diverse properties which they can express using modern, efficient property specification techniques."},{"lang":"ger","text":"Die bisherige Forschung zu Proof-Carrying Hardware (PCH) hat dessen Machbarkeit und Nützlichkeit gezeigt und einen Ansatz zur Zertifizierung der funktionalen Äquivalenz zu einer Spezifikation geliefert, jedoch ohne PCH mit aktuellen Erkenntnissen, Methoden oder Werkzeugen formaler Hardwareverifikation zu verknüpfen. Aufgrund der Komplexität moderner Schaltungen und Verifikationsherausforderungen wie der Zustandsexplosion bei sequentiellen Schaltungen, limitiert diese Einschränkung sofort verfügbarer Verifikationslösungen die Anwendbarkeit des Ansatzes in einem größeren Kontext signifikant.\r\n\r\nDiese Dissertation schließt die Lücke zwischen PCH und modernen Entwicklungen in der Schaltungsverifikation und stellt Methoden und Werkzeuge zur Verfügung, welche die Zertifizierung einer großen Bandbreite von Schaltungseigenschaften ermöglicht; sowohl funktionale, als auch nicht-funktionale. Überdies werden erstmals Prototypen vorgestellt in welchen Schaltungen mittels PCH verifiziert werden, die auf tatsächlicher rekonfigurierbarer Hardware realisiert sind. Dank dieser Ergebnisse können Entwickler PCH zur Herstellung von Vertrauen in weit komplexere Schaltungen verwenden, unter Zuhilfenahme einer größeren Vielfalt von Eigenschaften, welche durch moderne, effiziente Spezifikationstechniken ausgedrückt werden können."}],"keyword":["Proof-Carrying Hardware","Formal Verification","Sequential Circuits","Non-Functional Properties","Functional Properties"],"ddc":["006"],"language":[{"iso":"eng"}],"year":"2021","publisher":"Paderborn University","date_created":"2021-10-25T06:35:41Z","title":"Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware","type":"dissertation","status":"public","_id":"26746","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B4","_id":"12"}],"department":[{"_id":"78"}],"user_id":"3118","publication_status":"published","place":"Paderborn","page":"293","citation":{"ieee":"T. Wiersema, <i>Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware</i>. Paderborn: Paderborn University, 2021.","chicago":"Wiersema, Tobias. <i>Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware</i>. Paderborn: Paderborn University, 2021.","ama":"Wiersema T. <i>Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware</i>. Paderborn University; 2021.","apa":"Wiersema, T. (2021). <i>Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware</i>. Paderborn University.","bibtex":"@book{Wiersema_2021, place={Paderborn}, title={Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware}, publisher={Paderborn University}, author={Wiersema, Tobias}, year={2021} }","short":"T. Wiersema, Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware, Paderborn University, Paderborn, 2021.","mla":"Wiersema, Tobias. <i>Guaranteeing Properties of Reconfigurable Hardware Circuits with Proof-Carrying Hardware</i>. Paderborn University, 2021."},"oa":"1","date_updated":"2022-01-06T06:57:26Z","supervisor":[{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco","id":"398"}],"author":[{"last_name":"Wiersema","full_name":"Wiersema, Tobias","id":"3118","first_name":"Tobias"}],"main_file_link":[{"open_access":"1","url":"https://nbn-resolving.de/urn:nbn:de:hbz:466:2-39800"}]},{"status":"public","publication":"Procedia CIRP","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"26823","page":"373-378","citation":{"ama":"Kharatyan A, Jürgenhake C, Dumitrescu R. Towards generative design in the development of mechatronic integrated devices (MID). In: <i>Procedia CIRP</i>. Vol Vol. 100. ; 2021:373-378.","ieee":"A. Kharatyan, C. Jürgenhake, and R. Dumitrescu, “Towards generative design in the development of mechatronic integrated devices (MID),” in <i>Procedia CIRP</i>, 2021, vol. Vol. 100, pp. 373–378.","chicago":"Kharatyan, Aschot, Christoph Jürgenhake, and Roman Dumitrescu. “Towards Generative Design in the Development of Mechatronic Integrated Devices (MID).” In <i>Procedia CIRP</i>, Vol. 100:373–78, 2021.","short":"A. Kharatyan, C. Jürgenhake, R. Dumitrescu, in: Procedia CIRP, 2021, pp. 373–378.","mla":"Kharatyan, Aschot, et al. “Towards Generative Design in the Development of Mechatronic Integrated Devices (MID).” <i>Procedia CIRP</i>, vol. Vol. 100, 2021, pp. 373–78.","bibtex":"@inproceedings{Kharatyan_Jürgenhake_Dumitrescu_2021, title={Towards generative design in the development of mechatronic integrated devices (MID)}, volume={Vol. 100}, booktitle={Procedia CIRP}, author={Kharatyan, Aschot and Jürgenhake, Christoph and Dumitrescu, Roman}, year={2021}, pages={373–378} }","apa":"Kharatyan, A., Jürgenhake, C., &#38; Dumitrescu, R. (2021). Towards generative design in the development of mechatronic integrated devices (MID). <i>Procedia CIRP</i>, <i>Vol. 100</i>, 373–378."},"year":"2021","publication_status":"published","conference":{"end_date":"2021-05-21","start_date":"2021-05-19","name":"31st CIRP Design Conference"},"title":"Towards generative design in the development of mechatronic integrated devices (MID)","volume":"Vol. 100","date_created":"2021-10-25T12:18:36Z","author":[{"first_name":"Aschot","full_name":"Kharatyan, Aschot","last_name":"Kharatyan"},{"first_name":"Christoph","full_name":"Jürgenhake, Christoph","last_name":"Jürgenhake"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"date_updated":"2022-01-06T06:57:29Z"}]