[{"user_id":"76599","title":"Preselection Bandits","author":[{"full_name":"Bengs, Viktor","first_name":"Viktor","last_name":"Bengs"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"publication":"International Conference on Machine Learning","status":"public","date_created":"2021-03-18T11:13:12Z","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"21534","date_updated":"2022-01-06T06:55:03Z","language":[{"iso":"eng"}],"citation":{"ama":"Bengs V, Hüllermeier E. Preselection Bandits. In: International Conference on Machine Learning. ; 2020:778-787.","apa":"Bengs, V., & Hüllermeier, E. (2020). Preselection Bandits. In International Conference on Machine Learning (pp. 778–787).","chicago":"Bengs, Viktor, and Eyke Hüllermeier. “Preselection Bandits.” In International Conference on Machine Learning, 778–87, 2020.","bibtex":"@inproceedings{Bengs_Hüllermeier_2020, title={Preselection Bandits}, booktitle={International Conference on Machine Learning}, author={Bengs, Viktor and Hüllermeier, Eyke}, year={2020}, pages={778–787} }","mla":"Bengs, Viktor, and Eyke Hüllermeier. “Preselection Bandits.” International Conference on Machine Learning, 2020, pp. 778–87.","short":"V. Bengs, E. Hüllermeier, in: International Conference on Machine Learning, 2020, pp. 778–787.","ieee":"V. Bengs and E. Hüllermeier, “Preselection Bandits,” in International Conference on Machine Learning, 2020, pp. 778–787."},"year":"2020","type":"conference","page":"778-787"},{"author":[{"full_name":"Bengs, Viktor","first_name":"Viktor","last_name":"Bengs"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier"}],"publication":"arXiv:2011.00813","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"status":"public","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"date_created":"2021-03-18T11:27:37Z","abstract":[{"lang":"eng","text":"We consider a resource-aware variant of the classical multi-armed bandit\r\nproblem: In each round, the learner selects an arm and determines a resource\r\nlimit. It then observes a corresponding (random) reward, provided the (random)\r\namount of consumed resources remains below the limit. Otherwise, the\r\nobservation is censored, i.e., no reward is obtained. For this problem setting,\r\nwe introduce a measure of regret, which incorporates the actual amount of\r\nallocated resources of each learning round as well as the optimality of\r\nrealizable rewards. Thus, to minimize regret, the learner needs to set a\r\nresource limit and choose an arm in such a way that the chance to realize a\r\nhigh reward within the predefined resource limit is high, while the resource\r\nlimit itself should be kept as low as possible. We derive the theoretical lower\r\nbound on the cumulative regret and propose a learning algorithm having a regret\r\nupper bound that matches the lower bound. In a simulation study, we show that\r\nour learning algorithm outperforms straightforward extensions of standard\r\nmulti-armed bandit algorithms."}],"title":"Multi-Armed Bandits with Censored Consumption of Resources","user_id":"76599","year":"2020","type":"preprint","citation":{"mla":"Bengs, Viktor, and Eyke Hüllermeier. “Multi-Armed Bandits with Censored Consumption of Resources.” ArXiv:2011.00813, 2020.","bibtex":"@article{Bengs_Hüllermeier_2020, title={Multi-Armed Bandits with Censored Consumption of Resources}, journal={arXiv:2011.00813}, author={Bengs, Viktor and Hüllermeier, Eyke}, year={2020} }","chicago":"Bengs, Viktor, and Eyke Hüllermeier. “Multi-Armed Bandits with Censored Consumption of Resources.” ArXiv:2011.00813, 2020.","ama":"Bengs V, Hüllermeier E. Multi-Armed Bandits with Censored Consumption of Resources. arXiv:201100813. 2020.","apa":"Bengs, V., & Hüllermeier, E. (2020). Multi-Armed Bandits with Censored Consumption of Resources. ArXiv:2011.00813.","ieee":"V. Bengs and E. Hüllermeier, “Multi-Armed Bandits with Censored Consumption of Resources,” arXiv:2011.00813. 2020.","short":"V. Bengs, E. Hüllermeier, ArXiv:2011.00813 (2020)."},"language":[{"iso":"eng"}],"_id":"21536","date_updated":"2022-01-06T06:55:03Z"},{"citation":{"short":"R. Ortmann, M. Pelster, S.T. Wengerek, Finance Research Letters (2020).","ieee":"R. Ortmann, M. Pelster, and S. T. Wengerek, “COVID-19 and investor behavior,” Finance Research Letters, 2020.","chicago":"Ortmann, Regina, Matthias Pelster, and Sascha Tobias Wengerek. “COVID-19 and Investor Behavior.” Finance Research Letters, 2020. https://doi.org/10.1016/j.frl.2020.101717.","apa":"Ortmann, R., Pelster, M., & Wengerek, S. T. (2020). COVID-19 and investor behavior. Finance Research Letters. https://doi.org/10.1016/j.frl.2020.101717","ama":"Ortmann R, Pelster M, Wengerek ST. COVID-19 and investor behavior. Finance Research Letters. 2020. doi:10.1016/j.frl.2020.101717","bibtex":"@article{Ortmann_Pelster_Wengerek_2020, title={COVID-19 and investor behavior}, DOI={10.1016/j.frl.2020.101717}, number={101717}, journal={Finance Research Letters}, author={Ortmann, Regina and Pelster, Matthias and Wengerek, Sascha Tobias}, year={2020} }","mla":"Ortmann, Regina, et al. “COVID-19 and Investor Behavior.” Finance Research Letters, 101717, 2020, doi:10.1016/j.frl.2020.101717."},"year":"2020","type":"journal_article","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:55:03Z","_id":"21539","article_number":"101717","doi":"10.1016/j.frl.2020.101717","author":[{"last_name":"Ortmann","first_name":"Regina","full_name":"Ortmann, Regina"},{"first_name":"Matthias","full_name":"Pelster, Matthias","last_name":"Pelster"},{"last_name":"Wengerek","full_name":"Wengerek, Sascha Tobias","first_name":"Sascha Tobias"}],"publication":"Finance Research Letters","department":[{"_id":"187"}],"publication_status":"published","publication_identifier":{"issn":["1544-6123"]},"status":"public","date_created":"2021-03-18T12:02:09Z","title":"COVID-19 and investor behavior","user_id":"21222"},{"_id":"21541","conference":{"name":"2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE","start_date":"2020-09-23","location":"Rome, Italy ","end_date":"2020-09-25"},"citation":{"short":"S. Lange, D. Schroder, C. Hedayat, C. Hangmann, T. Otto, U. Hilleringmann, in: 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE, IEEE, 2020.","ieee":"S. Lange, D. Schroder, C. Hedayat, C. Hangmann, T. Otto, and U. Hilleringmann, “Investigation of the Surface Equivalence Principle on a Metal Surface for a Near-Field to Far-Field Transformation by the NFS3000,” in 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE, Rome, Italy , 2020.","chicago":"Lange, Sven, Dominik Schroder, Christian Hedayat, Christian Hangmann, Thomas Otto, and Ulrich Hilleringmann. “Investigation of the Surface Equivalence Principle on a Metal Surface for a Near-Field to Far-Field Transformation by the NFS3000.” In 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE. IEEE, 2020. https://doi.org/10.1109/emceurope48519.2020.9245697.","apa":"Lange, S., Schroder, D., Hedayat, C., Hangmann, C., Otto, T., & Hilleringmann, U. (2020). Investigation of the Surface Equivalence Principle on a Metal Surface for a Near-Field to Far-Field Transformation by the NFS3000. In 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE. Rome, Italy : IEEE. https://doi.org/10.1109/emceurope48519.2020.9245697","ama":"Lange S, Schroder D, Hedayat C, Hangmann C, Otto T, Hilleringmann U. Investigation of the Surface Equivalence Principle on a Metal Surface for a Near-Field to Far-Field Transformation by the NFS3000. In: 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE. IEEE; 2020. doi:10.1109/emceurope48519.2020.9245697","bibtex":"@inproceedings{Lange_Schroder_Hedayat_Hangmann_Otto_Hilleringmann_2020, title={Investigation of the Surface Equivalence Principle on a Metal Surface for a Near-Field to Far-Field Transformation by the NFS3000}, DOI={10.1109/emceurope48519.2020.9245697}, booktitle={2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE}, publisher={IEEE}, author={Lange, Sven and Schroder, Dominik and Hedayat, Christian and Hangmann, Christian and Otto, Thomas and Hilleringmann, Ulrich}, year={2020} }","mla":"Lange, Sven, et al. “Investigation of the Surface Equivalence Principle on a Metal Surface for a Near-Field to Far-Field Transformation by the NFS3000.” 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE, IEEE, 2020, doi:10.1109/emceurope48519.2020.9245697."},"type":"conference","year":"2020","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9245697"}],"user_id":"38240","abstract":[{"text":"In this publication, the near-field to far-field transformation using the self-built near-field scanner NFS3000 is examined with regard to its geometry. This device allows to measure electric and magnetic fields in small distances to the DUT (Device under Test) with high geometric precision and high sensitivity. Leading to a fast examination of EMC (Electromagnetic Compatibility) problems, because the electromagnetic properties are better understandable and therefore easier to solve than e.g. measurements in a far-field chamber. In addition, it is possible to extrapolate the near-fields into the far-field and to determine the radiation pattern of antennas and emitting objects. For this purpose, this paper deals with the basis of this transformation, the so-called surface equivalence theorem. This principle is then adapted to the measurement of near-field scanners and implemented accordingly. Due to the non-ideal design of the near-field scanner, the effects on a far-field transformation are finally presented and discussed.","lang":"eng"}],"status":"public","date_created":"2021-03-18T13:43:53Z","publisher":"IEEE","author":[{"first_name":"Sven","full_name":"Lange, Sven","last_name":"Lange","id":"38240"},{"first_name":"Dominik","full_name":"Schroder, Dominik","last_name":"Schroder"},{"full_name":"Hedayat, Christian","first_name":"Christian","last_name":"Hedayat"},{"first_name":"Christian","full_name":"Hangmann, Christian","last_name":"Hangmann"},{"first_name":"Thomas","full_name":"Otto, Thomas","last_name":"Otto"},{"first_name":"Ulrich","full_name":"Hilleringmann, Ulrich","last_name":"Hilleringmann"}],"keyword":["Near-Field Scanner","Near-Field to Far-Field Transformation","Directivity","Surface Equivalence Theorem","Huygens’ Box"],"publication":"2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE","doi":"10.1109/emceurope48519.2020.9245697","date_updated":"2022-01-06T06:55:03Z","language":[{"iso":"eng"}],"title":"Investigation of the Surface Equivalence Principle on a Metal Surface for a Near-Field to Far-Field Transformation by the NFS3000","related_material":{"record":[{"status":"public","id":"21541","relation":"original"}]},"publication_identifier":{"isbn":["978-1-7281-5580-7"],"eisbn":["978-1-7281-5579-1"],"issn":["2325-0364 "]},"publication_status":"published","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"department":[{"_id":"59"},{"_id":"485"}]},{"date_created":"2021-03-18T13:49:49Z","status":"public","keyword":["Huygens' box","NF-to-FF transformation","efficient FF radiation model","FF behaviour","EMI assessment","PCB","near-field measurements","efficient radiation model","far-field behaviour","RF design process","far-field prediction","Huygens'box principle","fullwave simulation","electronic system radiation","equivalent radiation source","electromagnetic simulation tool","near-field scan data","EM compatibility failure reduction"],"publication":"Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis","author":[{"last_name":"Schröder","first_name":"Dominik","full_name":"Schröder, Dominik"},{"full_name":"Lange, Sven","first_name":"Sven","id":"38240","last_name":"Lange"},{"first_name":"Christian","full_name":"Hangmann, Christian","last_name":"Hangmann"},{"last_name":"Hedayat","first_name":"Christian","full_name":"Hedayat, Christian"}],"publisher":" The Institution of Engineering and Technology (IET)","user_id":"38240","abstract":[{"lang":"eng","text":"Using near-field (NF) scan data to predict the far-field (FF) behaviour of radiating electronic systems represents a novel method to accompany the whole RF design process. This approach involves so-called Huygens' box as an efficient radiation model inside an electromagnetic (EM) simulation tool and then transforms the scanned NF measured data into the FF. For this, the basic idea of the Huygens'box principle and the NF-to-FF transformation are briefly presented. The NF is measured on the Huygens' box around a device under test using anNF scanner, recording the magnitude and phase of the site-related magnetic and electric components. A comparison between a fullwave simulation and the measurement results shows a good similarity in both the NF and the simulated and transformed FF.Thus, this method is applicable to predict the FF behaviour of any electronic system by measuring the NF. With this knowledge, the RF design can be improved due to allowing a significant reduction of EM compatibility failure at the end of the development flow. In addition, the very efficient FF radiation model can be used for detailed investigations in various environments and the impact of such an equivalent radiation source on other electronic systems can be assessed."}],"page":"315-346 (32)","type":"book_chapter","year":"2020","citation":{"chicago":"Schröder, Dominik, Sven Lange, Christian Hangmann, and Christian Hedayat. “Far-Field Prediction Combining Simulations with near-Field Measurements for EMI Assessment of PCBs.” In Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis, 1st ed., 315-346 (32). Croyton, UK: The Institution of Engineering and Technology (IET), 2020. https://doi.org/10.1049/pbcs072e_ch14.","ama":"Schröder D, Lange S, Hangmann C, Hedayat C. Far-field prediction combining simulations with near-field measurements for EMI assessment of PCBs. In: Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis. 1st ed. Croyton, UK: The Institution of Engineering and Technology (IET); 2020:315-346 (32). doi:10.1049/pbcs072e_ch14","apa":"Schröder, D., Lange, S., Hangmann, C., & Hedayat, C. (2020). Far-field prediction combining simulations with near-field measurements for EMI assessment of PCBs. In Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis (1st ed., pp. 315-346 (32)). Croyton, UK: The Institution of Engineering and Technology (IET). https://doi.org/10.1049/pbcs072e_ch14","mla":"Schröder, Dominik, et al. “Far-Field Prediction Combining Simulations with near-Field Measurements for EMI Assessment of PCBs.” Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis, 1st ed., The Institution of Engineering and Technology (IET), 2020, pp. 315-346 (32), doi:10.1049/pbcs072e_ch14.","bibtex":"@inbook{Schröder_Lange_Hangmann_Hedayat_2020, place={Croyton, UK}, edition={1}, title={Far-field prediction combining simulations with near-field measurements for EMI assessment of PCBs}, DOI={10.1049/pbcs072e_ch14}, booktitle={Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis}, publisher={ The Institution of Engineering and Technology (IET)}, author={Schröder, Dominik and Lange, Sven and Hangmann, Christian and Hedayat, Christian}, year={2020}, pages={315-346 (32)} }","short":"D. Schröder, S. Lange, C. Hangmann, C. Hedayat, in: Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis, 1st ed., The Institution of Engineering and Technology (IET), Croyton, UK, 2020, pp. 315-346 (32).","ieee":"D. Schröder, S. Lange, C. Hangmann, and C. Hedayat, “Far-field prediction combining simulations with near-field measurements for EMI assessment of PCBs,” in Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis, 1st ed., Croyton, UK: The Institution of Engineering and Technology (IET), 2020, pp. 315-346 (32)."},"main_file_link":[{"url":"https://digital-library.theiet.org/content/books/10.1049/pbcs072e_ch14"}],"_id":"21542","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"publication_identifier":{"isbn":["9781839530494","9781839530500"]},"publication_status":"published","edition":"1","department":[{"_id":"485"}],"related_material":{"record":[{"relation":"other","id":"21542","status":"public"}]},"title":"Far-field prediction combining simulations with near-field measurements for EMI assessment of PCBs","place":"Croyton, UK","language":[{"iso":"eng"}],"doi":"10.1049/pbcs072e_ch14","date_updated":"2022-01-06T06:55:03Z"},{"publication_status":"published","publication_identifier":{"isbn":["9783030539047","9783030539054"],"issn":["2199-7497","2199-840X"]},"date_created":"2021-03-31T05:58:22Z","status":"public","publication":"Progress in Differential-Algebraic Equations II","author":[{"full_name":"Berger, Thomas","first_name":"Thomas","last_name":"Berger"},{"first_name":"Lukas Johannes","full_name":"Lanza, Lukas Johannes","last_name":"Lanza","id":"78640"}],"title":"Observers for Differential-Algebraic Systems with Lipschitz or Monotone Nonlinearities","user_id":"78640","place":"Cham","year":"2020","type":"book_chapter","citation":{"short":"T. Berger, L.J. Lanza, in: Progress in Differential-Algebraic Equations II, Cham, 2020.","ieee":"T. Berger and L. J. Lanza, “Observers for Differential-Algebraic Systems with Lipschitz or Monotone Nonlinearities,” in Progress in Differential-Algebraic Equations II, Cham, 2020.","apa":"Berger, T., & Lanza, L. J. (2020). Observers for Differential-Algebraic Systems with Lipschitz or Monotone Nonlinearities. In Progress in Differential-Algebraic Equations II. Cham. https://doi.org/10.1007/978-3-030-53905-4_9","ama":"Berger T, Lanza LJ. Observers for Differential-Algebraic Systems with Lipschitz or Monotone Nonlinearities. In: Progress in Differential-Algebraic Equations II. Cham; 2020. doi:10.1007/978-3-030-53905-4_9","chicago":"Berger, Thomas, and Lukas Johannes Lanza. “Observers for Differential-Algebraic Systems with Lipschitz or Monotone Nonlinearities.” In Progress in Differential-Algebraic Equations II. Cham, 2020. https://doi.org/10.1007/978-3-030-53905-4_9.","bibtex":"@inbook{Berger_Lanza_2020, place={Cham}, title={Observers for Differential-Algebraic Systems with Lipschitz or Monotone Nonlinearities}, DOI={10.1007/978-3-030-53905-4_9}, booktitle={Progress in Differential-Algebraic Equations II}, author={Berger, Thomas and Lanza, Lukas Johannes}, year={2020} }","mla":"Berger, Thomas, and Lukas Johannes Lanza. “Observers for Differential-Algebraic Systems with Lipschitz or Monotone Nonlinearities.” Progress in Differential-Algebraic Equations II, 2020, doi:10.1007/978-3-030-53905-4_9."},"language":[{"iso":"eng"}],"doi":"10.1007/978-3-030-53905-4_9","date_updated":"2022-01-06T06:55:06Z","_id":"21579"},{"publication_identifier":{"isbn":["9783662590836","9783662590843"],"issn":["2522-8579","2522-8587"]},"publication_status":"published","status":"public","date_created":"2021-03-31T08:58:59Z","author":[{"last_name":"Gatica","first_name":"Carlos Paiz","full_name":"Gatica, Carlos Paiz"},{"id":"398","last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"}],"publication":"Machine Learning for Cyber Physical Systems (ML4CPS 2017)","department":[{"_id":"78"}],"title":"Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures","user_id":"398","place":"Berlin, Heidelberg","citation":{"apa":"Gatica, C. P., & Platzner, M. (2020). Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures. In Machine Learning for Cyber Physical Systems (ML4CPS 2017). Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-59084-3_9","ama":"Gatica CP, Platzner M. Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures. In: Machine Learning for Cyber Physical Systems (ML4CPS 2017). Berlin, Heidelberg; 2020. doi:10.1007/978-3-662-59084-3_9","chicago":"Gatica, Carlos Paiz, and Marco Platzner. “Adaptable Realization of Industrial Analytics Functions on Edge-Devices Using Reconfigurable Architectures.” In Machine Learning for Cyber Physical Systems (ML4CPS 2017). Berlin, Heidelberg, 2020. https://doi.org/10.1007/978-3-662-59084-3_9.","mla":"Gatica, Carlos Paiz, and Marco Platzner. “Adaptable Realization of Industrial Analytics Functions on Edge-Devices Using Reconfigurable Architectures.” Machine Learning for Cyber Physical Systems (ML4CPS 2017), 2020, doi:10.1007/978-3-662-59084-3_9.","bibtex":"@inproceedings{Gatica_Platzner_2020, place={Berlin, Heidelberg}, title={Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures}, DOI={10.1007/978-3-662-59084-3_9}, booktitle={Machine Learning for Cyber Physical Systems (ML4CPS 2017)}, author={Gatica, Carlos Paiz and Platzner, Marco}, year={2020} }","short":"C.P. Gatica, M. Platzner, in: Machine Learning for Cyber Physical Systems (ML4CPS 2017), Berlin, Heidelberg, 2020.","ieee":"C. P. Gatica and M. Platzner, “Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures,” in Machine Learning for Cyber Physical Systems (ML4CPS 2017), 2020."},"type":"conference","year":"2020","language":[{"iso":"eng"}],"doi":"10.1007/978-3-662-59084-3_9","date_updated":"2022-01-06T06:55:06Z","_id":"21584"},{"author":[{"id":"86954","last_name":"Meschede","full_name":"Meschede, Henning","first_name":"Henning"}],"publication":"Renewable Energy","status":"public","date_created":"2021-04-13T10:02:26Z","publication_status":"published","publication_identifier":{"issn":["0960-1481"]},"user_id":"86954","title":"Analysis on the demand response potential in hotels with varying probabilistic influencing time-series for the Canary Islands","language":[{"iso":"eng"}],"citation":{"short":"H. Meschede, Renewable Energy (2020) 1480–1491.","ieee":"H. Meschede, “Analysis on the demand response potential in hotels with varying probabilistic influencing time-series for the Canary Islands,” Renewable Energy, pp. 1480–1491, 2020.","chicago":"Meschede, Henning. “Analysis on the Demand Response Potential in Hotels with Varying Probabilistic Influencing Time-Series for the Canary Islands.” Renewable Energy, 2020, 1480–91. https://doi.org/10.1016/j.renene.2020.06.024.","apa":"Meschede, H. (2020). Analysis on the demand response potential in hotels with varying probabilistic influencing time-series for the Canary Islands. Renewable Energy, 1480–1491. https://doi.org/10.1016/j.renene.2020.06.024","ama":"Meschede H. Analysis on the demand response potential in hotels with varying probabilistic influencing time-series for the Canary Islands. Renewable Energy. 2020:1480-1491. doi:10.1016/j.renene.2020.06.024","mla":"Meschede, Henning. “Analysis on the Demand Response Potential in Hotels with Varying Probabilistic Influencing Time-Series for the Canary Islands.” Renewable Energy, 2020, pp. 1480–91, doi:10.1016/j.renene.2020.06.024.","bibtex":"@article{Meschede_2020, title={Analysis on the demand response potential in hotels with varying probabilistic influencing time-series for the Canary Islands}, DOI={10.1016/j.renene.2020.06.024}, journal={Renewable Energy}, author={Meschede, Henning}, year={2020}, pages={1480–1491} }"},"type":"journal_article","year":"2020","page":"1480-1491","_id":"21608","date_updated":"2022-01-06T06:55:07Z","doi":"10.1016/j.renene.2020.06.024"},{"related_material":{"link":[{"relation":"confirmation","url":"https://www.zfhe.at/index.php/zfhe/issue/view/65"}]},"user_id":"14931","title":"Kollektive Veränderungsbereitschaft als zentraler Erfolgsfaktor von Digitalisierungsprozessen an Hochschulen","author":[{"last_name":"Graf-Schlattmann","full_name":"Graf-Schlattmann, Marcel","first_name":"Marcel"},{"first_name":"Dorothee M.","full_name":"Meister, Dorothee M.","last_name":"Meister","id":"346"},{"orcid":"https://orcid.org/0000-0002-6396-9535","full_name":"Oevel, Gudrun","first_name":"Gudrun","id":"14924","last_name":"Oevel"},{"last_name":"Wilde","first_name":"Melanie","full_name":"Wilde, Melanie"}],"publication":"Forschungsperspektiven auf Digitalisierung in Hochschulen, Zeitschrift für Hochschulentwicklung","department":[{"_id":"25"},{"_id":"137"}],"status":"public","date_created":"2020-06-26T06:47:31Z","volume":15,"intvolume":" 15","_id":"17331","date_updated":"2022-01-06T06:53:08Z","issue":"1","language":[{"iso":"ger"}],"year":"2020","citation":{"short":"M. Graf-Schlattmann, D.M. Meister, G. Oevel, M. Wilde, Forschungsperspektiven auf Digitalisierung in Hochschulen, Zeitschrift für Hochschulentwicklung 15 (2020).","ieee":"M. Graf-Schlattmann, D. M. Meister, G. Oevel, and M. Wilde, “Kollektive Veränderungsbereitschaft als zentraler Erfolgsfaktor von Digitalisierungsprozessen an Hochschulen,” Forschungsperspektiven auf Digitalisierung in Hochschulen, Zeitschrift für Hochschulentwicklung, vol. 15, no. 1, 2020.","apa":"Graf-Schlattmann, M., Meister, D. M., Oevel, G., & Wilde, M. (2020). Kollektive Veränderungsbereitschaft als zentraler Erfolgsfaktor von Digitalisierungsprozessen an Hochschulen. Forschungsperspektiven auf Digitalisierung in Hochschulen, Zeitschrift für Hochschulentwicklung, 15(1).","ama":"Graf-Schlattmann M, Meister DM, Oevel G, Wilde M. Kollektive Veränderungsbereitschaft als zentraler Erfolgsfaktor von Digitalisierungsprozessen an Hochschulen. Forschungsperspektiven auf Digitalisierung in Hochschulen, Zeitschrift für Hochschulentwicklung. 2020;15(1).","chicago":"Graf-Schlattmann, Marcel, Dorothee M. Meister, Gudrun Oevel, and Melanie Wilde. “Kollektive Veränderungsbereitschaft als zentraler Erfolgsfaktor von Digitalisierungsprozessen an Hochschulen.” Forschungsperspektiven auf Digitalisierung in Hochschulen, Zeitschrift für Hochschulentwicklung 15, no. 1 (2020).","mla":"Graf-Schlattmann, Marcel, et al. “Kollektive Veränderungsbereitschaft als zentraler Erfolgsfaktor von Digitalisierungsprozessen an Hochschulen.” Forschungsperspektiven auf Digitalisierung in Hochschulen, Zeitschrift für Hochschulentwicklung, vol. 15, no. 1, 2020.","bibtex":"@article{Graf-Schlattmann_Meister_Oevel_Wilde_2020, title={Kollektive Veränderungsbereitschaft als zentraler Erfolgsfaktor von Digitalisierungsprozessen an Hochschulen}, volume={15}, number={1}, journal={Forschungsperspektiven auf Digitalisierung in Hochschulen, Zeitschrift für Hochschulentwicklung}, author={Graf-Schlattmann, Marcel and Meister, Dorothee M. and Oevel, Gudrun and Wilde, Melanie}, year={2020} 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Vilma (Eds.), Information and Software Technologies, Springer, 2020, pp. 368--382."},"type":"book_chapter","page":"368--382","intvolume":" 1283","_id":"17347","conference":{"location":"Kaunas, Litauen","start_date":"2020-10-15","name":"26th International Conference on Information and Software Technologies (ICIST 2020)","end_date":"2020-10-17"},"volume":1283,"has_accepted_license":"1","status":"public","date_created":"2020-06-26T14:23:52Z","publisher":"Springer","author":[{"id":"38837","last_name":"Bäumer","full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon"},{"first_name":"Joschka","full_name":"Kersting, Joschka","last_name":"Kersting","id":"58701"},{"full_name":"Buff, Bianca","first_name":"Bianca","last_name":"Buff"},{"first_name":"Michaela","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","last_name":"Geierhos","id":"42496"}],"file_date_updated":"2020-11-07T19:47:30Z","publication":"Information and Software Technologies","file":[{"file_name":"Bäumer et al. 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Lastly, we use this illustrative example to give insight into the challenges of dealing with bottom-up taxonomies.","lang":"eng"}]},{"date_created":"2020-06-27T12:41:10Z","status":"public","publication":"Symposium on Statistical Challenges in Electronic Commerce Research (SCECR)","department":[{"_id":"196"}],"author":[{"id":"77066","last_name":"Kucklick","full_name":"Kucklick, Jan-Peter","first_name":"Jan-Peter"},{"first_name":"Oliver","full_name":"Müller, Oliver","last_name":"Müller","id":"72849"}],"title":"Location, location, location: Satellite image-based real-estate appraisal","user_id":"71922","external_id":{"arxiv":["2006.11406"]},"citation":{"short":"J.-P. Kucklick, O. Müller, in: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.","ieee":"J.-P. Kucklick and O. 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In: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR). ; 2020.","chicago":"Kucklick, Jan-Peter, and Oliver Müller. “Location, Location, Location: Satellite Image-Based Real-Estate Appraisal.” In Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.","mla":"Kucklick, Jan-Peter, and Oliver Müller. “Location, Location, Location: Satellite Image-Based Real-Estate Appraisal.” Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.","bibtex":"@inproceedings{Kucklick_Müller_2020, title={Location, location, location: Satellite image-based real-estate appraisal}, booktitle={Symposium on Statistical Challenges in Electronic Commerce Research (SCECR)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2020} }"},"year":"2020","type":"conference","language":[{"iso":"eng"}],"conference":{"name":"Symposium on Statistical Challenges in Electronic Commerce Research (SCECR)"},"_id":"17348","date_updated":"2022-01-06T06:53:08Z"},{"conference":{"name":"Jahrestreffen der ProcessNet-Fachgruppe Energieverfahrenstechnik","location":"Frankfurt am Main"},"date_updated":"2022-01-06T06:53:08Z","_id":"17349","citation":{"chicago":"Grabo, Matti, Christoph Staggenborg, and Eugeny Kenig. “Modellierung Und Optimierung Makroverkapselter Latentwärmespeicherelemente Für Ein Luftgeführtes Wärmespeichersystem,” 2020.","apa":"Grabo, M., Staggenborg, C., & Kenig, E. 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IP core vendors who wish to create such circuits need to convince consumers of the resulting approximation quality. As a solution we propose proof-carrying approximate circuits: The vendor creates an approximate IP core together with a certificate that proves the approximation quality. The proof certificate is bundled with the approximate IP core and sent off to the consumer. The consumer can formally verify the approximation quality of the IP core at a fraction of the typical computational cost for formal verification. In this paper, we first make the case for proof-carrying approximate circuits and then demonstrate the feasibility of the approach by a set of synthesis experiments using an exemplary approximation framework.","lang":"eng"}],"article_type":"original","date_created":"2020-07-06T11:21:30Z","status":"public","volume":28,"publication":"IEEE Transactions On Very Large Scale Integration Systems","keyword":["Approximate circuit synthesis","approximate computing","error metrics","formal verification","proof-carrying hardware"],"quality_controlled":"1","publisher":"IEEE","author":[{"id":"49051","last_name":"Witschen","full_name":"Witschen, Linus Matthias","first_name":"Linus Matthias"},{"full_name":"Wiersema, Tobias","first_name":"Tobias","id":"3118","last_name":"Wiersema"},{"first_name":"Marco","full_name":"Platzner, Marco","last_name":"Platzner","id":"398"}],"doi":"10.1109/TVLSI.2020.3008061","date_updated":"2022-01-06T06:53:09Z","language":[{"iso":"eng"}],"title":"Proof-carrying Approximate Circuits","project":[{"name":"SFB 901 - Subproject B4","_id":"12"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901","_id":"1"}],"publication_identifier":{"issn":["1063-8210"],"eissn":["1557-9999"]},"publication_status":"published","department":[{"_id":"78"}]},{"user_id":"61189","title":"Exploration of FPGA-Based Hardware Designs for QR Decomposition for Solving Stiff ODE Numerical Methods Using the HARP Hybrid Architecture","abstract":[{"lang":"eng","text":"In this article, we focus on the acceleration of a chemical reaction simulation that relies on a system of stiff ordinary differential equation (ODEs) targeting heterogeneous computing systems with CPUs and field-programmable gate arrays (FPGAs). Specifically, we target an essential kernel of the coupled chemistry aerosol-tracer transport model to the Brazilian developments on the regional atmospheric modeling system (CCATT-BRAMS). We focus on a linear solve step using the QR factorization based on the modified Gram-Schmidt method as the basis of the ODE solver in this application. We target Intel hardware accelerator research program (HARP) architecture with the OpenCL programming environment for these early experiments. Our design exploration reveals a hardware design that is up to 4 times faster than the original iterative Jacobi method used in this solver. Still, even with hardware support, the overall performance of our QR-based hardware is lower than its original software version."}],"date_created":"2020-07-08T08:18:59Z","status":"public","publication_identifier":{"issn":["2079-9292"]},"publication_status":"published","publication":"Electronics","keyword":["pc2-harp-ressources"],"author":[{"full_name":"Alberto Oliveira de Souza Junior, Carlos","first_name":"Carlos","last_name":"Alberto Oliveira de Souza Junior"},{"last_name":"Bispo","full_name":"Bispo, João","first_name":"João"},{"full_name":"Cardoso, João M. P.","first_name":"João M. P.","last_name":"Cardoso"},{"full_name":"Diniz, Pedro C.","first_name":"Pedro C.","last_name":"Diniz"},{"first_name":"Eduardo","full_name":"Marques, Eduardo","last_name":"Marques"}],"doi":"10.3390/electronics9050843","article_number":"843","date_updated":"2022-01-06T06:53:09Z","_id":"17359","language":[{"iso":"eng"}],"type":"journal_article","year":"2020","citation":{"ieee":"C. Alberto Oliveira de Souza Junior, J. Bispo, J. M. P. Cardoso, P. C. Diniz, and E. Marques, “Exploration of FPGA-Based Hardware Designs for QR Decomposition for Solving Stiff ODE Numerical Methods Using the HARP Hybrid Architecture,” Electronics, 2020.","short":"C. Alberto Oliveira de Souza Junior, J. Bispo, J.M.P. Cardoso, P.C. Diniz, E. Marques, Electronics (2020).","bibtex":"@article{Alberto Oliveira de Souza Junior_Bispo_Cardoso_Diniz_Marques_2020, title={Exploration of FPGA-Based Hardware Designs for QR Decomposition for Solving Stiff ODE Numerical Methods Using the HARP Hybrid Architecture}, DOI={10.3390/electronics9050843}, number={843}, journal={Electronics}, author={Alberto Oliveira de Souza Junior, Carlos and Bispo, João and Cardoso, João M. 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Diniz, and Eduardo Marques. “Exploration of FPGA-Based Hardware Designs for QR Decomposition for Solving Stiff ODE Numerical Methods Using the HARP Hybrid Architecture.” Electronics, 2020. https://doi.org/10.3390/electronics9050843."}},{"_id":"17361","date_updated":"2022-01-06T06:53:09Z","doi":"10.1007/s12369-020-00619-y","language":[{"iso":"eng"}],"page":"1-15","type":"journal_article","citation":{"short":"R.-M. Johansson-Pajala, K. Thommes, J.A. Hoppe, O. Tuisku, L. Hennala, S. Pekkarinen, H. Melkas, C. Gustafsson, International Journal of Social Robotics (2020) 1–15.","ieee":"R.-M. Johansson-Pajala et al., “Care Robot Orientation: What, Who and How? Potential Users` Perceptions,” International Journal of Social Robotics, pp. 1–15, 2020.","apa":"Johansson-Pajala, R.-M., Thommes, K., Hoppe, J. A., Tuisku, O., Hennala, L., Pekkarinen, S., … Gustafsson, C. (2020). Care Robot Orientation: What, Who and How? Potential Users` Perceptions. 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Industrie 4.0 Management, 2.","bibtex":"@article{Hoppe_Johansson-Pajala_Gustafsson_Melkas_Tusku_Pekkarinen_Hennala, title={Technologieorientierung zu Assistenzrobotik – Welche Akzeptanz besteht bei der Einführung von Assistenzrobotik für die Pflege älterer Menschen?}, volume={2}, journal={Industrie 4.0 Management}, author={Hoppe, Julia Amelie and Johansson-Pajala, Rose-Marie and Gustafsson, Christine and Melkas, Helinä and Tusku, Outi and Pekkarinen, Satu and Hennala, Lea} }","mla":"Hoppe, Julia Amelie, et al. “Technologieorientierung zu Assistenzrobotik – Welche Akzeptanz besteht bei der Einführung von Assistenzrobotik für die Pflege älterer Menschen?” Industrie 4.0 Management, vol. 2.","short":"J.A. Hoppe, R.-M. Johansson-Pajala, C. Gustafsson, H. Melkas, O. Tusku, S. Pekkarinen, L. Hennala, Industrie 4.0 Management 2 (n.d.).","ieee":"J. A. 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Vollmann (Eds.), Aging between Participation and Simulation - Ethical Dimensions of Socially Assistive Technologies in elderly care (pp. 139–156). Berlin / Boston: De Gruyter. https://doi.org/10.1515/9783110677485-009","ama":"Hoppe JA, Johansson-Pajala R-M, Gustafsson C, et al. Assistive robots in care: Expectations and perceptions of older people. In: Haltaufderheide J, Hovemann J, Vollmann J, eds. Aging between Participation and Simulation - Ethical Dimensions of Socially Assistive Technologies in Elderly Care . 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These can be beneficially exploited in the design of numerical optimal control methods. We present a model predictive control scheme which is based on a library of precomputed motion primitives. The primitives are equivalence classes w.r.t. the symmetry of the optimal control problems. Trim primitives as relative equilibria w.r.t. this symmetry, play a crucial role in the algorithm. The approach is illustrated using an academic mobile robot example.","lang":"eng"}],"place":"Cham","user_id":"47427","title":"Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach","language":[{"iso":"eng"}],"type":"book_chapter","citation":{"apa":"Flaßkamp, K., Ober-Blöbaum, S., & Peitz, S. (2020). Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach. In O. Junge, O. Schütze, G. Froyland, S. Ober-Blöbaum, & K. Padberg-Gehle (Eds.), Advances in Dynamics, Optimization and Computation. Cham: Springer. https://doi.org/10.1007/978-3-030-51264-4_9","ama":"Flaßkamp K, Ober-Blöbaum S, Peitz S. Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach. In: Junge O, Schütze O, Froyland G, Ober-Blöbaum S, Padberg-Gehle K, eds. Advances in Dynamics, Optimization and Computation. Cham: Springer; 2020. doi:10.1007/978-3-030-51264-4_9","chicago":"Flaßkamp, Kathrin, Sina Ober-Blöbaum, and Sebastian Peitz. “Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach.” In Advances in Dynamics, Optimization and Computation, edited by Oliver Junge, Oliver Schütze, Gary Froyland, Sina Ober-Blöbaum, and Kathrin Padberg-Gehle. Cham: Springer, 2020. https://doi.org/10.1007/978-3-030-51264-4_9.","bibtex":"@inbook{Flaßkamp_Ober-Blöbaum_Peitz_2020, place={Cham}, title={Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach}, DOI={10.1007/978-3-030-51264-4_9}, booktitle={Advances in Dynamics, Optimization and Computation}, publisher={Springer}, author={Flaßkamp, Kathrin and Ober-Blöbaum, Sina and Peitz, Sebastian}, editor={Junge, Oliver and Schütze, Oliver and Froyland, Gary and Ober-Blöbaum, Sina and Padberg-Gehle, KathrinEditors}, year={2020} }","mla":"Flaßkamp, Kathrin, et al. “Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach.” Advances in Dynamics, Optimization and Computation, edited by Oliver Junge et al., Springer, 2020, doi:10.1007/978-3-030-51264-4_9.","short":"K. Flaßkamp, S. Ober-Blöbaum, S. Peitz, in: O. Junge, O. Schütze, G. Froyland, S. Ober-Blöbaum, K. Padberg-Gehle (Eds.), Advances in Dynamics, Optimization and Computation, Springer, Cham, 2020.","ieee":"K. Flaßkamp, S. Ober-Blöbaum, and S. Peitz, “Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach,” in Advances in Dynamics, Optimization and Computation, O. Junge, O. Schütze, G. Froyland, S. Ober-Blöbaum, and K. Padberg-Gehle, Eds. Cham: Springer, 2020."},"year":"2020","_id":"17411","date_updated":"2022-01-06T06:53:11Z","doi":"10.1007/978-3-030-51264-4_9"},{"author":[{"full_name":"Tornede, Tanja","first_name":"Tanja","id":"40795","last_name":"Tornede"},{"last_name":"Tornede","id":"38209","first_name":"Alexander","full_name":"Tornede, Alexander"},{"full_name":"Wever, Marcel Dominik","orcid":" https://orcid.org/0000-0001-9782-6818","first_name":"Marcel Dominik","id":"33176","last_name":"Wever"},{"full_name":"Mohr, Felix","first_name":"Felix","last_name":"Mohr"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"}],"publication":"Proceedings of the ECMLPKDD 2020","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"status":"public","date_created":"2020-07-28T09:17:41Z","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"name":"SFB 901","_id":"1"},{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"title":"AutoML for Predictive Maintenance: One Tool to RUL Them All","user_id":"5786","year":"2020","citation":{"short":"T. Tornede, A. Tornede, M.D. Wever, F. Mohr, E. Hüllermeier, in: Proceedings of the ECMLPKDD 2020, 2020.","ieee":"T. Tornede, A. Tornede, M. D. Wever, F. Mohr, and E. Hüllermeier, “AutoML for Predictive Maintenance: One Tool to RUL Them All,” presented at the IOTStream Workshop @ ECMLPKDD 2020, 2020, doi: 10.1007/978-3-030-66770-2_8.","apa":"Tornede, T., Tornede, A., Wever, M. D., Mohr, F., & Hüllermeier, E. (2020). AutoML for Predictive Maintenance: One Tool to RUL Them All. Proceedings of the ECMLPKDD 2020. IOTStream Workshop @ ECMLPKDD 2020. https://doi.org/10.1007/978-3-030-66770-2_8","ama":"Tornede T, Tornede A, Wever MD, Mohr F, Hüllermeier E. AutoML for Predictive Maintenance: One Tool to RUL Them All. In: Proceedings of the ECMLPKDD 2020. ; 2020. doi:10.1007/978-3-030-66770-2_8","chicago":"Tornede, Tanja, Alexander Tornede, Marcel Dominik Wever, Felix Mohr, and Eyke Hüllermeier. “AutoML for Predictive Maintenance: One Tool to RUL Them All.” In Proceedings of the ECMLPKDD 2020, 2020. https://doi.org/10.1007/978-3-030-66770-2_8.","mla":"Tornede, Tanja, et al. “AutoML for Predictive Maintenance: One Tool to RUL Them All.” Proceedings of the ECMLPKDD 2020, 2020, doi:10.1007/978-3-030-66770-2_8.","bibtex":"@inproceedings{Tornede_Tornede_Wever_Mohr_Hüllermeier_2020, title={AutoML for Predictive Maintenance: One Tool to RUL Them All}, DOI={10.1007/978-3-030-66770-2_8}, booktitle={Proceedings of the ECMLPKDD 2020}, author={Tornede, Tanja and Tornede, Alexander and Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2020} }"},"type":"conference","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:53:11Z","_id":"17424","conference":{"name":"IOTStream Workshop @ ECMLPKDD 2020"},"doi":"10.1007/978-3-030-66770-2_8"},{"publication":"Sensors","author":[{"last_name":"Hoffmann","first_name":"Martin W.","full_name":"Hoffmann, Martin W."},{"full_name":"Wildermuth, Stephan","first_name":"Stephan","last_name":"Wildermuth"},{"last_name":"Gitzel","first_name":"Ralf","full_name":"Gitzel, Ralf"},{"last_name":"Boyaci","first_name":"Aydin","full_name":"Boyaci, Aydin"},{"last_name":"Gebhardt","first_name":"Jörg","full_name":"Gebhardt, Jörg"},{"last_name":"Kaul","first_name":"Holger","full_name":"Kaul, Holger"},{"first_name":"Ido","full_name":"Amihai, Ido","last_name":"Amihai"},{"last_name":"Forg","first_name":"Bodo","full_name":"Forg, Bodo"},{"full_name":"Suriyah, Michael","first_name":"Michael","last_name":"Suriyah"},{"last_name":"Leibfried","full_name":"Leibfried, Thomas","first_name":"Thomas"},{"last_name":"Stich","full_name":"Stich, Volker","first_name":"Volker"},{"last_name":"Hicking","first_name":"Jan","full_name":"Hicking, Jan"},{"full_name":"Bremer, Martin","first_name":"Martin","last_name":"Bremer"},{"first_name":"Lars","full_name":"Kaminski, Lars","last_name":"Kaminski"},{"first_name":"Daniel","full_name":"Beverungen, Daniel","last_name":"Beverungen","id":"59677"},{"full_name":"zur Heiden, Philipp","first_name":"Philipp","id":"64394","last_name":"zur Heiden"},{"last_name":"Tornede","id":"40795","first_name":"Tanja","full_name":"Tornede, Tanja"}],"date_created":"2020-07-28T09:47:36Z","status":"public","publication_identifier":{"issn":["1424-8220"]},"publication_status":"published","abstract":[{"text":"The development of renewable energies and smart mobility has profoundly impacted the future of the distribution grid. An increasing bidirectional energy flow stresses the assets of the distribution grid, especially medium voltage switchgear. This calls for improved maintenance strategies to prevent critical failures. Predictive maintenance, a maintenance strategy relying on current condition data of assets, serves as a guideline. Novel sensors covering thermal, mechanical, and partial discharge aspects of switchgear, enable continuous condition monitoring of some of the most critical assets of the distribution grid. Combined with machine learning algorithms, the demands put on the distribution grid by the energy and mobility revolutions can be handled. In this paper, we review the current state-of-the-art of all aspects of condition monitoring for medium voltage switchgear. Furthermore, we present an approach to develop a predictive maintenance system based on novel sensors and machine learning. We show how the existing medium voltage grid infrastructure can adapt these new needs on an economic scale.","lang":"eng"}],"user_id":"40795","title":"Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions","main_file_link":[{"url":"https://www.mdpi.com/1424-8220/20/7/2099","open_access":"1"}],"language":[{"iso":"eng"}],"year":"2020","type":"journal_article","citation":{"mla":"Hoffmann, Martin W., et al. “Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions.” Sensors, 2099, 2020, doi:10.3390/s20072099.","bibtex":"@article{Hoffmann_Wildermuth_Gitzel_Boyaci_Gebhardt_Kaul_Amihai_Forg_Suriyah_Leibfried_et al._2020, title={Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions}, DOI={10.3390/s20072099}, number={2099}, journal={Sensors}, author={Hoffmann, Martin W. and Wildermuth, Stephan and Gitzel, Ralf and Boyaci, Aydin and Gebhardt, Jörg and Kaul, Holger and Amihai, Ido and Forg, Bodo and Suriyah, Michael and Leibfried, Thomas and et al.}, year={2020} }","apa":"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","ama":"Hoffmann MW, Wildermuth S, Gitzel R, et al. Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions. Sensors. 2020. doi:10.3390/s20072099","chicago":"Hoffmann, Martin W., Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg Gebhardt, Holger Kaul, Ido Amihai, et al. “Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions.” Sensors, 2020. https://doi.org/10.3390/s20072099.","ieee":"M. W. Hoffmann et al., “Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions,” Sensors, 2020.","short":"M.W. Hoffmann, S. Wildermuth, R. Gitzel, A. Boyaci, J. Gebhardt, H. Kaul, I. Amihai, B. Forg, M. Suriyah, T. Leibfried, V. Stich, J. Hicking, M. Bremer, L. Kaminski, D. Beverungen, P. zur Heiden, T. Tornede, Sensors (2020)."},"_id":"17426","date_updated":"2022-01-06T06:53:11Z","oa":"1","doi":"10.3390/s20072099","article_number":"2099"},{"date_created":"2020-07-29T08:21:01Z","status":"public","publication_identifier":{"issn":["0003-6951","1077-3118"]},"publication_status":"published","publication":"Applied Physics Letters","department":[{"_id":"15"},{"_id":"230"}],"author":[{"last_name":"Wang","full_name":"Wang, D. Q.","first_name":"D. Q."},{"last_name":"Reuter","id":"37763","first_name":"Dirk","full_name":"Reuter, Dirk"},{"last_name":"Wieck","full_name":"Wieck, A. D.","first_name":"A. D."},{"full_name":"Hamilton, A. R.","first_name":"A. R.","last_name":"Hamilton"},{"full_name":"Klochan, O.","first_name":"O.","last_name":"Klochan"}],"user_id":"42514","title":"Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential","language":[{"iso":"eng"}],"citation":{"ieee":"D. Q. Wang, D. Reuter, A. D. Wieck, A. R. Hamilton, and O. Klochan, “Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential,” Applied Physics Letters, 2020.","short":"D.Q. Wang, D. Reuter, A.D. Wieck, A.R. Hamilton, O. Klochan, Applied Physics Letters (2020).","mla":"Wang, D. Q., et al. “Two-Dimensional Lateral Surface Superlattices in GaAs Heterostructures with Independent Control of Carrier Density and Modulation Potential.” Applied Physics Letters, 032102, 2020, doi:10.1063/5.0009462.","bibtex":"@article{Wang_Reuter_Wieck_Hamilton_Klochan_2020, title={Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential}, DOI={10.1063/5.0009462}, number={032102}, journal={Applied Physics Letters}, author={Wang, D. Q. and Reuter, Dirk and Wieck, A. D. and Hamilton, A. R. and Klochan, O.}, year={2020} }","chicago":"Wang, D. Q., Dirk Reuter, A. D. Wieck, A. R. Hamilton, and O. Klochan. “Two-Dimensional Lateral Surface Superlattices in GaAs Heterostructures with Independent Control of Carrier Density and Modulation Potential.” Applied Physics Letters, 2020. https://doi.org/10.1063/5.0009462.","apa":"Wang, D. Q., Reuter, D., Wieck, A. D., Hamilton, A. R., & Klochan, O. (2020). Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential. Applied Physics Letters. https://doi.org/10.1063/5.0009462","ama":"Wang DQ, Reuter D, Wieck AD, Hamilton AR, Klochan O. Two-dimensional lateral surface superlattices in GaAs heterostructures with independent control of carrier density and modulation potential. Applied Physics Letters. 2020. doi:10.1063/5.0009462"},"type":"journal_article","year":"2020","doi":"10.1063/5.0009462","article_number":"032102","_id":"17433","date_updated":"2022-01-06T06:53:12Z"},{"_id":"17434","date_updated":"2022-01-06T06:53:12Z","article_number":"125597","doi":"10.1016/j.jcrysgro.2020.125597","citation":{"ieee":"V. S. Kunnathully, T. Riedl, A. Trapp, T. Langer, D. Reuter, and J. K. N. Lindner, “InAs heteroepitaxy on nanopillar-patterned GaAs (111)A,” Journal of Crystal Growth, 2020.","short":"V.S. Kunnathully, T. Riedl, A. Trapp, T. Langer, D. Reuter, J.K.N. Lindner, Journal of Crystal Growth (2020).","mla":"Kunnathully, Vinay S., et al. “InAs Heteroepitaxy on Nanopillar-Patterned GaAs (111)A.” Journal of Crystal Growth, 125597, 2020, doi:10.1016/j.jcrysgro.2020.125597.","bibtex":"@article{Kunnathully_Riedl_Trapp_Langer_Reuter_Lindner_2020, title={InAs heteroepitaxy on nanopillar-patterned GaAs (111)A}, DOI={10.1016/j.jcrysgro.2020.125597}, number={125597}, journal={Journal of Crystal Growth}, author={Kunnathully, Vinay S. and Riedl, Thomas and Trapp, Alexander and Langer, Timo and Reuter, Dirk and Lindner, Jörg K.N.}, year={2020} }","chicago":"Kunnathully, Vinay S., Thomas Riedl, Alexander Trapp, Timo Langer, Dirk Reuter, and Jörg K.N. Lindner. “InAs Heteroepitaxy on Nanopillar-Patterned GaAs (111)A.” Journal of Crystal Growth, 2020. https://doi.org/10.1016/j.jcrysgro.2020.125597.","apa":"Kunnathully, V. S., Riedl, T., Trapp, A., Langer, T., Reuter, D., & Lindner, J. K. N. (2020). InAs heteroepitaxy on nanopillar-patterned GaAs (111)A. Journal of Crystal Growth. https://doi.org/10.1016/j.jcrysgro.2020.125597","ama":"Kunnathully VS, Riedl T, Trapp A, Langer T, Reuter D, Lindner JKN. InAs heteroepitaxy on nanopillar-patterned GaAs (111)A. Journal of Crystal Growth. 2020. doi:10.1016/j.jcrysgro.2020.125597"},"type":"journal_article","year":"2020","language":[{"iso":"eng"}],"title":"InAs heteroepitaxy on nanopillar-patterned GaAs (111)A","user_id":"42514","author":[{"first_name":"Vinay S.","full_name":"Kunnathully, Vinay S.","last_name":"Kunnathully"},{"first_name":"Thomas","full_name":"Riedl, Thomas","last_name":"Riedl"},{"first_name":"Alexander","full_name":"Trapp, Alexander","last_name":"Trapp"},{"full_name":"Langer, Timo","first_name":"Timo","last_name":"Langer"},{"first_name":"Dirk","full_name":"Reuter, Dirk","last_name":"Reuter","id":"37763"},{"full_name":"Lindner, Jörg K.N.","first_name":"Jörg K.N.","last_name":"Lindner"}],"department":[{"_id":"15"},{"_id":"230"}],"publication":"Journal of Crystal Growth","publication_status":"published","publication_identifier":{"issn":["0022-0248"]},"status":"public","date_created":"2020-07-29T08:25:37Z"},{"year":"2020","citation":{"short":"M. Geier, J. Freudenfeld, J.T. Silva, V. Umansky, D. Reuter, A.D. Wieck, P.W. Brouwer, S. Ludwig, Physical Review B (2020).","ieee":"M. Geier et al., “Electrostatic potential shape of gate-defined quantum point contacts,” Physical Review B, 2020.","chicago":"Geier, M., J. Freudenfeld, J. T. Silva, V. Umansky, Dirk Reuter, A. D. Wieck, P. W. Brouwer, and S. Ludwig. “Electrostatic Potential Shape of Gate-Defined Quantum Point Contacts.” Physical Review B, 2020. https://doi.org/10.1103/physrevb.101.165429.","apa":"Geier, M., Freudenfeld, J., Silva, J. T., Umansky, V., Reuter, D., Wieck, A. D., … Ludwig, S. (2020). Electrostatic potential shape of gate-defined quantum point contacts. Physical Review B. https://doi.org/10.1103/physrevb.101.165429","ama":"Geier M, Freudenfeld J, Silva JT, et al. Electrostatic potential shape of gate-defined quantum point contacts. Physical Review B. 2020. doi:10.1103/physrevb.101.165429","bibtex":"@article{Geier_Freudenfeld_Silva_Umansky_Reuter_Wieck_Brouwer_Ludwig_2020, title={Electrostatic potential shape of gate-defined quantum point contacts}, DOI={10.1103/physrevb.101.165429}, journal={Physical Review B}, author={Geier, M. and Freudenfeld, J. and Silva, J. T. and Umansky, V. and Reuter, Dirk and Wieck, A. D. and Brouwer, P. W. and Ludwig, S.}, year={2020} }","mla":"Geier, M., et al. “Electrostatic Potential Shape of Gate-Defined Quantum Point Contacts.” Physical Review B, 2020, doi:10.1103/physrevb.101.165429."},"type":"journal_article","language":[{"iso":"eng"}],"doi":"10.1103/physrevb.101.165429","_id":"17435","date_updated":"2022-01-06T06:53:12Z","publication_identifier":{"issn":["2469-9950","2469-9969"]},"publication_status":"published","date_created":"2020-07-29T08:27:47Z","status":"public","publication":"Physical Review B","department":[{"_id":"15"},{"_id":"230"}],"author":[{"last_name":"Geier","first_name":"M.","full_name":"Geier, M."},{"first_name":"J.","full_name":"Freudenfeld, J.","last_name":"Freudenfeld"},{"last_name":"Silva","full_name":"Silva, J. T.","first_name":"J. T."},{"full_name":"Umansky, V.","first_name":"V.","last_name":"Umansky"},{"first_name":"Dirk","full_name":"Reuter, Dirk","last_name":"Reuter","id":"37763"},{"full_name":"Wieck, A. D.","first_name":"A. D.","last_name":"Wieck"},{"last_name":"Brouwer","first_name":"P. W.","full_name":"Brouwer, P. W."},{"first_name":"S.","full_name":"Ludwig, S.","last_name":"Ludwig"}],"title":"Electrostatic potential shape of gate-defined quantum point contacts","user_id":"42514"},{"user_id":"42514","title":"Characterization of low-resistance ohmic contacts to a two-dimensional electron gas in a GaAs/AlGaAs heterostructure","abstract":[{"text":"The study of electron transport in low-dimensional systems is of importance, not only from a fundamental point of view, but also for future electronic and spintronic devices. In this context heterostructures containing a two-dimensional electron gas (2DEG) are a key technology. In particular GaAs/AlGaAs heterostructures, with a 2DEG at typically 100 nm below the surface, are widely studied. In order to explore electron transport in such systems, low-resistance ohmic contacts are required that connect the 2DEG to macroscopic measurement leads at the surface. Here we report on designing and measuring a dedicated device for unraveling the various resistance contributions in such contacts, which include pristine 2DEG series resistance, the 2DEG resistance under a contact, the contact resistance itself, and the influence of pressing a bonding wire onto a contact. We also report here a recipe for contacts with very low resistance values that remain below 10 Ω for annealing times between 20 and 350 s, hence providing the flexibility to use this method for materials with different 2DEG depths. The type of heating, temperature ramp rate and gas forming used for annealing is found to strongly influence the annealing process and hence the quality of the resulting contacts.","lang":"eng"}],"status":"public","date_created":"2020-07-29T08:29:26Z","publication_status":"published","publication_identifier":{"issn":["1286-0042","1286-0050"]},"author":[{"first_name":"Muhammad","full_name":"Javaid Iqbal, Muhammad","last_name":"Javaid Iqbal"},{"full_name":"Reuter, Dirk","first_name":"Dirk","id":"37763","last_name":"Reuter"},{"last_name":"Wieck","first_name":"Andreas Dirk","full_name":"Wieck, Andreas Dirk"},{"last_name":"van der Wal","first_name":"Caspar","full_name":"van der Wal, Caspar"}],"publication":"The European Physical Journal Applied Physics","department":[{"_id":"15"},{"_id":"230"}],"article_number":"20101","doi":"10.1051/epjap/2020190202","_id":"17436","date_updated":"2022-01-06T06:53:12Z","language":[{"iso":"eng"}],"citation":{"ieee":"M. Javaid Iqbal, D. Reuter, A. D. Wieck, and C. van der Wal, “Characterization of low-resistance ohmic contacts to a two-dimensional electron gas in a GaAs/AlGaAs heterostructure,” The European Physical Journal Applied Physics, 2020.","short":"M. Javaid Iqbal, D. Reuter, A.D. Wieck, C. van der Wal, The European Physical Journal Applied Physics (2020).","mla":"Javaid Iqbal, Muhammad, et al. “Characterization of Low-Resistance Ohmic Contacts to a Two-Dimensional Electron Gas in a GaAs/AlGaAs Heterostructure.” The European Physical Journal Applied Physics, 20101, 2020, doi:10.1051/epjap/2020190202.","bibtex":"@article{Javaid Iqbal_Reuter_Wieck_van der Wal_2020, title={Characterization of low-resistance ohmic contacts to a two-dimensional electron gas in a GaAs/AlGaAs heterostructure}, DOI={10.1051/epjap/2020190202}, number={20101}, journal={The European Physical Journal Applied Physics}, author={Javaid Iqbal, Muhammad and Reuter, Dirk and Wieck, Andreas Dirk and van der Wal, Caspar}, year={2020} }","chicago":"Javaid Iqbal, Muhammad, Dirk Reuter, Andreas Dirk Wieck, and Caspar van der Wal. “Characterization of Low-Resistance Ohmic Contacts to a Two-Dimensional Electron Gas in a GaAs/AlGaAs Heterostructure.” The European Physical Journal Applied Physics, 2020. https://doi.org/10.1051/epjap/2020190202.","ama":"Javaid Iqbal M, Reuter D, Wieck AD, van der Wal C. Characterization of low-resistance ohmic contacts to a two-dimensional electron gas in a GaAs/AlGaAs heterostructure. The European Physical Journal Applied Physics. 2020. doi:10.1051/epjap/2020190202","apa":"Javaid Iqbal, M., Reuter, D., Wieck, A. D., & van der Wal, C. (2020). Characterization of low-resistance ohmic contacts to a two-dimensional electron gas in a GaAs/AlGaAs heterostructure. The European Physical Journal Applied Physics. https://doi.org/10.1051/epjap/2020190202"},"type":"journal_article","year":"2020"},{"citation":{"bibtex":"@article{Ebler_Labud_Rai_Reuter_Wieck_Ludwig_2020, title={Electrical detection of excitonic states by time-resolved conductance measurements}, DOI={10.1103/physrevb.101.125303}, journal={Physical Review B}, author={Ebler, C. and Labud, P. A. and Rai, A. K. and Reuter, Dirk and Wieck, A. D. and Ludwig, A.}, year={2020} }","mla":"Ebler, C., et al. “Electrical Detection of Excitonic States by Time-Resolved Conductance Measurements.” Physical Review B, 2020, doi:10.1103/physrevb.101.125303.","chicago":"Ebler, C., P. A. Labud, A. K. Rai, Dirk Reuter, A. D. Wieck, and A. Ludwig. “Electrical Detection of Excitonic States by Time-Resolved Conductance Measurements.” Physical Review B, 2020. https://doi.org/10.1103/physrevb.101.125303.","apa":"Ebler, C., Labud, P. A., Rai, A. K., Reuter, D., Wieck, A. D., & Ludwig, A. (2020). Electrical detection of excitonic states by time-resolved conductance measurements. Physical Review B. https://doi.org/10.1103/physrevb.101.125303","ama":"Ebler C, Labud PA, Rai AK, Reuter D, Wieck AD, Ludwig A. Electrical detection of excitonic states by time-resolved conductance measurements. Physical Review B. 2020. doi:10.1103/physrevb.101.125303","ieee":"C. Ebler, P. A. Labud, A. K. Rai, D. Reuter, A. D. Wieck, and A. Ludwig, “Electrical detection of excitonic states by time-resolved conductance measurements,” Physical Review B, 2020.","short":"C. Ebler, P.A. Labud, A.K. Rai, D. Reuter, A.D. Wieck, A. Ludwig, Physical Review B (2020)."},"type":"journal_article","year":"2020","language":[{"iso":"eng"}],"doi":"10.1103/physrevb.101.125303","date_updated":"2022-01-06T06:53:12Z","_id":"17437","publication_identifier":{"issn":["2469-9950","2469-9969"]},"publication_status":"published","status":"public","date_created":"2020-07-29T08:30:34Z","author":[{"first_name":"C.","full_name":"Ebler, C.","last_name":"Ebler"},{"last_name":"Labud","full_name":"Labud, P. A.","first_name":"P. A."},{"first_name":"A. K.","full_name":"Rai, A. K.","last_name":"Rai"},{"full_name":"Reuter, Dirk","first_name":"Dirk","id":"37763","last_name":"Reuter"},{"last_name":"Wieck","full_name":"Wieck, A. D.","first_name":"A. D."},{"full_name":"Ludwig, A.","first_name":"A.","last_name":"Ludwig"}],"department":[{"_id":"15"},{"_id":"230"}],"publication":"Physical Review B","title":"Electrical detection of excitonic states by time-resolved conductance measurements","user_id":"42514"},{"volume":6,"date_created":"2020-08-02T07:22:03Z","status":"public","publication":"Science Advances","author":[{"last_name":"Zhu","full_name":"Zhu, Lingxiao","first_name":"Lingxiao"},{"first_name":"Xuan","full_name":"Liu, Xuan","last_name":"Liu"},{"full_name":"Sain, Basudeb","first_name":"Basudeb","last_name":"Sain"},{"first_name":"Mengyao","full_name":"Wang, Mengyao","last_name":"Wang"},{"first_name":"Christian","full_name":"Schlickriede, Christian","last_name":"Schlickriede","id":"59792"},{"last_name":"Tang","first_name":"Yutao","full_name":"Tang, Yutao"},{"last_name":"Deng","full_name":"Deng, Junhong","first_name":"Junhong"},{"last_name":"Li","first_name":"Kingfai","full_name":"Li, Kingfai"},{"last_name":"Yang","first_name":"Jun","full_name":"Yang, Jun"},{"last_name":"Holynski","first_name":"Michael","full_name":"Holynski, Michael"},{"first_name":"Shuang","full_name":"Zhang, Shuang","last_name":"Zhang"},{"id":"30525","last_name":"Zentgraf","full_name":"Zentgraf, Thomas","orcid":"0000-0002-8662-1101","first_name":"Thomas"},{"last_name":"Bongs","full_name":"Bongs, Kai","first_name":"Kai"},{"full_name":"Lien, Yu-Hung","first_name":"Yu-Hung","last_name":"Lien"},{"last_name":"Li","full_name":"Li, Guixin","first_name":"Guixin"}],"quality_controlled":"1","publisher":"American Association for the Advancement of Science","user_id":"30525","abstract":[{"text":"Compact and robust cold atom sources are increasingly important for quantum research, especially for transferring cutting-edge quantum science into practical applications. In this study, we report on a novel scheme that uses a metasurface optical chip to replace the conventional bulky optical elements used to produce a cold atomic ensemble with a single incident laser beam, which is split by the metasurface into multiple beams of the desired polarization states. Atom numbers ~107 and temperatures (about 35 μK) of relevance to quantum sensing are achieved in a compact and robust fashion. Our work highlights the substantial progress toward fully integrated cold atom quantum devices by exploiting metasurface optical chips, which may have great potential in quantum sensing, quantum computing, and other areas.","lang":"eng"}],"article_type":"original","year":"2020","citation":{"chicago":"Zhu, Lingxiao, Xuan Liu, Basudeb Sain, Mengyao Wang, Christian Schlickriede, Yutao Tang, Junhong Deng, et al. “A Dielectric Metasurface Optical Chip for the Generation of Cold Atoms.” Science Advances 6, no. 31 (2020). https://doi.org/10.1126/sciadv.abb6667.","ama":"Zhu L, Liu X, Sain B, et al. A dielectric metasurface optical chip for the generation of cold atoms. Science Advances. 2020;6(31). doi:10.1126/sciadv.abb6667","apa":"Zhu, L., Liu, X., Sain, B., Wang, M., Schlickriede, C., Tang, Y., … Li, G. (2020). A dielectric metasurface optical chip for the generation of cold atoms. Science Advances, 6(31). https://doi.org/10.1126/sciadv.abb6667","bibtex":"@article{Zhu_Liu_Sain_Wang_Schlickriede_Tang_Deng_Li_Yang_Holynski_et al._2020, title={A dielectric metasurface optical chip for the generation of cold atoms}, volume={6}, DOI={10.1126/sciadv.abb6667}, number={31eabb6667}, journal={Science Advances}, publisher={American Association for the Advancement of Science}, author={Zhu, Lingxiao and Liu, Xuan and Sain, Basudeb and Wang, Mengyao and Schlickriede, Christian and Tang, Yutao and Deng, Junhong and Li, Kingfai and Yang, Jun and Holynski, Michael and et al.}, year={2020} }","mla":"Zhu, Lingxiao, et al. “A Dielectric Metasurface Optical Chip for the Generation of Cold Atoms.” Science Advances, vol. 6, no. 31, eabb6667, American Association for the Advancement of Science, 2020, doi:10.1126/sciadv.abb6667.","short":"L. Zhu, X. Liu, B. Sain, M. Wang, C. Schlickriede, Y. Tang, J. Deng, K. Li, J. Yang, M. Holynski, S. Zhang, T. Zentgraf, K. Bongs, Y.-H. Lien, G. Li, Science Advances 6 (2020).","ieee":"L. Zhu et al., “A dielectric metasurface optical chip for the generation of cold atoms,” Science Advances, vol. 6, no. 31, 2020."},"type":"journal_article","article_number":"eabb6667","issue":"31","intvolume":" 6","_id":"17523","publication_status":"published","publication_identifier":{"issn":["2375-2548"]},"department":[{"_id":"15"},{"_id":"230"},{"_id":"289"},{"_id":"623"}],"title":"A dielectric metasurface optical chip for the generation of cold atoms","language":[{"iso":"eng"}],"doi":"10.1126/sciadv.abb6667","date_updated":"2022-01-06T06:53:14Z"},{"publication":"Waste Management","author":[{"last_name":"Schweizer","full_name":"Schweizer, Swetlana","first_name":"Swetlana"},{"full_name":"Becker-Staines, Anna","first_name":"Anna","last_name":"Becker-Staines"},{"full_name":"Tröster, Thomas","first_name":"Thomas","last_name":"Tröster"}],"date_created":"2020-08-04T07:37:41Z","status":"public","publication_identifier":{"issn":["0956-053X"]},"publication_status":"published","user_id":"8938","title":"Separation and reclamation of automotive hybrid structures made of metal and fibre-reinforced plastic","language":[{"iso":"eng"}],"page":"74-82","type":"journal_article","year":"2020","citation":{"ieee":"S. Schweizer, A. Becker-Staines, and T. Tröster, “Separation and reclamation of automotive hybrid structures made of metal and fibre-reinforced plastic,” Waste Management, pp. 74–82, 2020.","short":"S. Schweizer, A. Becker-Staines, T. Tröster, Waste Management (2020) 74–82.","mla":"Schweizer, Swetlana, et al. “Separation and Reclamation of Automotive Hybrid Structures Made of Metal and Fibre-Reinforced Plastic.” Waste Management, 2020, pp. 74–82, doi:10.1016/j.wasman.2020.04.042.","bibtex":"@article{Schweizer_Becker-Staines_Tröster_2020, title={Separation and reclamation of automotive hybrid structures made of metal and fibre-reinforced plastic}, DOI={10.1016/j.wasman.2020.04.042}, journal={Waste Management}, author={Schweizer, Swetlana and Becker-Staines, Anna and Tröster, Thomas}, year={2020}, pages={74–82} }","chicago":"Schweizer, Swetlana, Anna Becker-Staines, and Thomas Tröster. “Separation and Reclamation of Automotive Hybrid Structures Made of Metal and Fibre-Reinforced Plastic.” Waste Management, 2020, 74–82. https://doi.org/10.1016/j.wasman.2020.04.042.","ama":"Schweizer S, Becker-Staines A, Tröster T. Separation and reclamation of automotive hybrid structures made of metal and fibre-reinforced plastic. Waste Management. 2020:74-82. doi:10.1016/j.wasman.2020.04.042","apa":"Schweizer, S., Becker-Staines, A., & Tröster, T. (2020). Separation and reclamation of automotive hybrid structures made of metal and fibre-reinforced plastic. Waste Management, 74–82. https://doi.org/10.1016/j.wasman.2020.04.042"},"_id":"17578","date_updated":"2022-01-06T06:53:15Z","doi":"10.1016/j.wasman.2020.04.042"},{"author":[{"first_name":"G.","full_name":"Sonnenrein, G.","last_name":"Sonnenrein"},{"last_name":"Baumhögger","id":"15164","first_name":"Elmar","full_name":"Baumhögger, Elmar"},{"last_name":"Elsner","first_name":"A.","full_name":"Elsner, A."},{"full_name":"Morbach, A.","first_name":"A.","last_name":"Morbach"},{"last_name":"Neukötter","first_name":"M.","full_name":"Neukötter, M."},{"last_name":"Paul","first_name":"A.","full_name":"Paul, A."},{"last_name":"Vrabec","first_name":"J.","full_name":"Vrabec, J."}],"publication":"International Journal of Refrigeration","department":[{"_id":"155"}],"status":"public","date_created":"2020-08-04T13:57:51Z","publication_status":"published","publication_identifier":{"issn":["0140-7007"]},"user_id":"15164","title":"Improving the performance of household refrigerating appliances through the integration of phase change materials in the context of the new global refrigerator standard IEC 62552:2015","language":[{"iso":"eng"}],"year":"2020","type":"journal_article","citation":{"ama":"Sonnenrein G, Baumhögger E, Elsner A, et al. Improving the performance of household refrigerating appliances through the integration of phase change materials in the context of the new global refrigerator standard IEC 62552:2015. International Journal of Refrigeration. 2020. doi:10.1016/j.ijrefrig.2020.07.025","apa":"Sonnenrein, G., Baumhögger, E., Elsner, A., Morbach, A., Neukötter, M., Paul, A., & Vrabec, J. (2020). Improving the performance of household refrigerating appliances through the integration of phase change materials in the context of the new global refrigerator standard IEC 62552:2015. International Journal of Refrigeration. https://doi.org/10.1016/j.ijrefrig.2020.07.025","chicago":"Sonnenrein, G., Elmar Baumhögger, A. Elsner, A. Morbach, M. Neukötter, A. Paul, and J. Vrabec. “Improving the Performance of Household Refrigerating Appliances through the Integration of Phase Change Materials in the Context of the New Global Refrigerator Standard IEC 62552:2015.” International Journal of Refrigeration, 2020. https://doi.org/10.1016/j.ijrefrig.2020.07.025.","bibtex":"@article{Sonnenrein_Baumhögger_Elsner_Morbach_Neukötter_Paul_Vrabec_2020, title={Improving the performance of household refrigerating appliances through the integration of phase change materials in the context of the new global refrigerator standard IEC 62552:2015}, DOI={10.1016/j.ijrefrig.2020.07.025}, journal={International Journal of Refrigeration}, author={Sonnenrein, G. and Baumhögger, Elmar and Elsner, A. and Morbach, A. and Neukötter, M. and Paul, A. and Vrabec, J.}, year={2020} }","mla":"Sonnenrein, G., et al. “Improving the Performance of Household Refrigerating Appliances through the Integration of Phase Change Materials in the Context of the New Global Refrigerator Standard IEC 62552:2015.” International Journal of Refrigeration, 2020, doi:10.1016/j.ijrefrig.2020.07.025.","short":"G. Sonnenrein, E. Baumhögger, A. Elsner, A. Morbach, M. Neukötter, A. Paul, J. Vrabec, International Journal of Refrigeration (2020).","ieee":"G. Sonnenrein et al., “Improving the performance of household refrigerating appliances through the integration of phase change materials in the context of the new global refrigerator standard IEC 62552:2015,” International Journal of Refrigeration, 2020."},"date_updated":"2022-01-06T06:53:15Z","_id":"17589","doi":"10.1016/j.ijrefrig.2020.07.025"},{"main_file_link":[{"url":"https://arxiv.org/abs/2008.01377","open_access":"1"}],"language":[{"iso":"eng"}],"citation":{"ieee":"S. H. Heid, M. D. Wever, and E. Hüllermeier, “Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction,” Journal of Data Mining and Digital Humanities. episciences.","short":"S.H. Heid, M.D. Wever, E. Hüllermeier, Journal of Data Mining and Digital Humanities (n.d.).","bibtex":"@article{Heid_Wever_Hüllermeier, title={Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction}, journal={Journal of Data Mining and Digital Humanities}, publisher={episciences}, author={Heid, Stefan Helmut and Wever, Marcel Dominik and Hüllermeier, Eyke} }","mla":"Heid, Stefan Helmut, et al. “Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction.” Journal of Data Mining and Digital Humanities, episciences.","chicago":"Heid, Stefan Helmut, Marcel Dominik Wever, and Eyke Hüllermeier. “Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction.” Journal of Data Mining and Digital Humanities. episciences, n.d.","ama":"Heid SH, Wever MD, Hüllermeier E. Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction. Journal of Data Mining and Digital Humanities.","apa":"Heid, S. H., Wever, M. D., & Hüllermeier, E. (n.d.). Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction. In Journal of Data Mining and Digital Humanities. episciences."},"type":"preprint","year":"2020","_id":"17605","date_updated":"2022-01-06T06:53:15Z","oa":"1","publisher":"episciences","author":[{"last_name":"Heid","id":"39640","first_name":"Stefan Helmut","full_name":"Heid, Stefan Helmut","orcid":"0000-0002-9461-7372"},{"orcid":" https://orcid.org/0000-0001-9782-6818","full_name":"Wever, Marcel Dominik","first_name":"Marcel Dominik","id":"33176","last_name":"Wever"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"publication":"Journal of Data Mining and Digital Humanities","status":"public","project":[{"_id":"39","name":"InterGramm"}],"date_created":"2020-08-05T06:52:53Z","publication_status":"submitted","abstract":[{"lang":"eng","text":"Syntactic annotation of corpora in the form of part-of-speech (POS) tags is a key requirement for both linguistic research and subsequent automated natural language processing (NLP) tasks. This problem is commonly tackled using machine learning methods, i.e., by training a POS tagger on a sufficiently large corpus of labeled data. \r\nWhile the problem of POS tagging can essentially be considered as solved for modern languages, historical corpora turn out to be much more difficult, especially due to the lack of native speakers and sparsity of training data. Moreover, most texts have no sentences as we know them today, nor a common orthography.\r\nThese irregularities render the task of automated POS tagging more difficult and error-prone. Under these circumstances, instead of forcing the POS tagger to predict and commit to a single tag, it should be enabled to express its uncertainty. In this paper, we consider POS tagging within the framework of set-valued prediction, which allows the POS tagger to express its uncertainty via predicting a set of candidate POS tags instead of guessing a single one. The goal is to guarantee a high confidence that the correct POS tag is included while keeping the number of candidates small.\r\nIn our experimental study, we find that extending state-of-the-art POS taggers to set-valued prediction yields more precise and robust taggings, especially for unknown words, i.e., words not occurring in the training data."}],"user_id":"5786","title":"Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction"},{"user_id":"48837","title":"Share price reactions to tariff imposition announcements in the Trump era - An event study of the trade conflict","abstract":[{"text":"Employing a unique sample of 2,849 tariff imposition announcements by and against the United States (U.S.) over the period from 2018 to 2019, this study analyzes the impact of recent tariff announcements on share prices from 859 U.S. companies. We provide evidence for negative (cumulative) average abnormal stock returns due to tariff announcements during a symmetric three-day event window. We suggest that stock market investors expect adverse impacts of tariff impositions, e.g. a decrease in the companies' future cash flows and a threat of retaliation. The negative wealth effects are observed irrespective of whether the Trump administration announces safeguard tariffs to protect domestic firms or a retaliation is declared by foreign countries. Moreover, building several subsamples, we find that the adverse impact is mostly driven by announcements involving China and is associated with a variety of sector, tariff, trade and firm characteristics.","lang":"eng"}],"date_created":"2020-08-07T09:34:29Z","status":"public","jel":["F14","F18","F23","F51"],"department":[{"_id":"186"}],"keyword":["event study","international relations","protectionism","strategic trade policy","tariffs","trade conflict"],"author":[{"id":"48837","last_name":"Wengerek","orcid":"0000-0002-7820-3903","full_name":"Wengerek, Sascha Tobias","first_name":"Sascha Tobias"}],"_id":"17703","date_updated":"2022-01-06T06:53:17Z","language":[{"iso":"eng"}],"page":"63","citation":{"short":"S.T. Wengerek, Share Price Reactions to Tariff Imposition Announcements in the Trump Era - An Event Study of the Trade Conflict, 2020.","ieee":"S. T. Wengerek, Share price reactions to tariff imposition announcements in the Trump era - An event study of the trade conflict. 2020.","chicago":"Wengerek, Sascha Tobias. Share Price Reactions to Tariff Imposition Announcements in the Trump Era - An Event Study of the Trade Conflict, 2020.","ama":"Wengerek ST. Share Price Reactions to Tariff Imposition Announcements in the Trump Era - An Event Study of the Trade Conflict.; 2020.","apa":"Wengerek, S. T. (2020). Share price reactions to tariff imposition announcements in the Trump era - An event study of the trade conflict.","bibtex":"@book{Wengerek_2020, title={Share price reactions to tariff imposition announcements in the Trump era - An event study of the trade conflict}, author={Wengerek, Sascha Tobias}, year={2020} }","mla":"Wengerek, Sascha Tobias. Share Price Reactions to Tariff Imposition Announcements in the Trump Era - An Event Study of the Trade Conflict. 2020."},"year":"2020","type":"working_paper","main_file_link":[{"url":"https://ideas.repec.org/p/pdn/dispap/59.html"}]},{"type":"journal_article","citation":{"ama":"Ortmann R, Pelster M, Wengerek ST. COVID-19 and investor behavior. Finance Research Letters. 2020;37. doi:10.1016/j.frl.2020.101717","apa":"Ortmann, R., Pelster, M., & Wengerek, S. T. (2020). COVID-19 and investor behavior. Finance Research Letters, 37. https://doi.org/10.1016/j.frl.2020.101717","chicago":"Ortmann, Regina, Matthias Pelster, and Sascha Tobias Wengerek. “COVID-19 and Investor Behavior.” Finance Research Letters 37 (2020). https://doi.org/10.1016/j.frl.2020.101717.","mla":"Ortmann, Regina, et al. “COVID-19 and Investor Behavior.” Finance Research Letters, vol. 37, 101717, 2020, doi:10.1016/j.frl.2020.101717.","bibtex":"@article{Ortmann_Pelster_Wengerek_2020, title={COVID-19 and investor behavior}, volume={37}, DOI={10.1016/j.frl.2020.101717}, number={101717}, journal={Finance Research Letters}, author={Ortmann, Regina and Pelster, Matthias and Wengerek, Sascha Tobias}, year={2020} }","short":"R. Ortmann, M. Pelster, S.T. Wengerek, Finance Research Letters 37 (2020).","ieee":"R. Ortmann, M. Pelster, and S. T. Wengerek, “COVID-19 and investor behavior,” Finance Research Letters, vol. 37, 2020."},"year":"2020","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:53:19Z","_id":"17730","intvolume":" 37","article_number":"101717","doi":"10.1016/j.frl.2020.101717","author":[{"full_name":"Ortmann, Regina","first_name":"Regina","id":"10020","last_name":"Ortmann"},{"first_name":"Matthias","orcid":" https://orcid.org/0000-0001-5740-2420","full_name":"Pelster, Matthias","last_name":"Pelster","id":"67265"},{"last_name":"Wengerek","id":"48837","first_name":"Sascha Tobias","full_name":"Wengerek, Sascha Tobias","orcid":"0000-0002-7820-3903"}],"publication":"Finance Research Letters","department":[{"_id":"186"},{"_id":"578"}],"publication_identifier":{"issn":["1544-6123"]},"volume":37,"publication_status":"published","status":"public","date_created":"2020-08-08T08:52:14Z","title":"COVID-19 and investor behavior","user_id":"67265"}]