[{"date_updated":"2022-01-06T06:55:03Z","author":[{"first_name":"Viktor","last_name":"Bengs","full_name":"Bengs, Viktor"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier"}],"status":"public","title":"Multi-Armed Bandits with Censored Consumption of Resources","year":"2020","user_id":"76599","language":[{"iso":"eng"}],"_id":"21536","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"abstract":[{"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.","lang":"eng"}],"citation":{"mla":"Bengs, Viktor, and Eyke Hüllermeier. “Multi-Armed Bandits with Censored Consumption of Resources.” <i>ArXiv:2011.00813</i>, 2020.","ama":"Bengs V, Hüllermeier E. Multi-Armed Bandits with Censored Consumption of Resources. <i>arXiv:201100813</i>. 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} }","apa":"Bengs, V., &#38; Hüllermeier, E. (2020). Multi-Armed Bandits with Censored Consumption of Resources. <i>ArXiv:2011.00813</i>.","ieee":"V. Bengs and E. Hüllermeier, “Multi-Armed Bandits with Censored Consumption of Resources,” <i>arXiv:2011.00813</i>. 2020.","short":"V. Bengs, E. Hüllermeier, ArXiv:2011.00813 (2020).","chicago":"Bengs, Viktor, and Eyke Hüllermeier. “Multi-Armed Bandits with Censored Consumption of Resources.” <i>ArXiv:2011.00813</i>, 2020."},"publication":"arXiv:2011.00813","department":[{"_id":"34"},{"_id":"7"},{"_id":"355"}],"type":"preprint","date_created":"2021-03-18T11:27:37Z"},{"publication_status":"published","date_updated":"2022-01-06T06:55:03Z","title":"Investigation of the Surface Equivalence Principle on a Metal Surface for a Near-Field to Far-Field Transformation by the NFS3000","year":"2020","publication_identifier":{"isbn":["978-1-7281-5580-7"],"eisbn":["978-1-7281-5579-1"],"issn":["2325-0364 "]},"author":[{"full_name":"Lange, Sven","last_name":"Lange","first_name":"Sven","id":"38240"},{"last_name":"Schroder","first_name":"Dominik","full_name":"Schroder, Dominik"},{"full_name":"Hedayat, Christian","first_name":"Christian","last_name":"Hedayat"},{"first_name":"Christian","last_name":"Hangmann","full_name":"Hangmann, Christian"},{"last_name":"Otto","first_name":"Thomas","full_name":"Otto, Thomas"},{"first_name":"Ulrich","last_name":"Hilleringmann","full_name":"Hilleringmann, Ulrich"}],"doi":"10.1109/emceurope48519.2020.9245697","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/9245697"}],"language":[{"iso":"eng"}],"abstract":[{"lang":"eng","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."}],"related_material":{"record":[{"status":"public","relation":"original","id":"21541"}]},"publication":"2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE","keyword":["Near-Field Scanner","Near-Field to Far-Field Transformation","Directivity","Surface Equivalence Theorem","Huygens’ Box"],"type":"conference","department":[{"_id":"59"},{"_id":"485"}],"date_created":"2021-03-18T13:43:53Z","status":"public","conference":{"name":"2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE","start_date":"2020-09-23","location":"Rome, Italy ","end_date":"2020-09-25"},"user_id":"38240","publisher":"IEEE","_id":"21541","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"citation":{"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: <i>2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE</i>. IEEE; 2020. doi:<a href=\"https://doi.org/10.1109/emceurope48519.2020.9245697\">10.1109/emceurope48519.2020.9245697</a>","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={<a href=\"https://doi.org/10.1109/emceurope48519.2020.9245697\">10.1109/emceurope48519.2020.9245697</a>}, 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.” <i>2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE</i>, IEEE, 2020, doi:<a href=\"https://doi.org/10.1109/emceurope48519.2020.9245697\">10.1109/emceurope48519.2020.9245697</a>.","short":"S. Lange, D. Schroder, C. Hedayat, C. Hangmann, T. Otto, U. Hilleringmann, in: 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE, IEEE, 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 <i>2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE</i>. IEEE, 2020. <a href=\"https://doi.org/10.1109/emceurope48519.2020.9245697\">https://doi.org/10.1109/emceurope48519.2020.9245697</a>.","apa":"Lange, S., Schroder, D., Hedayat, C., Hangmann, C., Otto, T., &#38; 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 <i>2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE</i>. Rome, Italy : IEEE. <a href=\"https://doi.org/10.1109/emceurope48519.2020.9245697\">https://doi.org/10.1109/emceurope48519.2020.9245697</a>","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 <i>2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE</i>, Rome, Italy , 2020."}},{"place":"Croyton, UK","citation":{"mla":"Schröder, Dominik, et al. “Far-Field Prediction Combining Simulations with near-Field Measurements for EMI Assessment of PCBs.” <i>Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis</i>, 1st ed.,  The Institution of Engineering and Technology (IET), 2020, pp. 315-346 (32), doi:<a href=\"https://doi.org/10.1049/pbcs072e_ch14\">10.1049/pbcs072e_ch14</a>.","apa":"Schröder, D., Lange, S., Hangmann, C., &#38; Hedayat, C. (2020). Far-field prediction combining simulations with near-field measurements for EMI assessment of PCBs. In <i>Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis</i> (1st ed., pp. 315-346 (32)). Croyton, UK:  The Institution of Engineering and Technology (IET). <a href=\"https://doi.org/10.1049/pbcs072e_ch14\">https://doi.org/10.1049/pbcs072e_ch14</a>","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 <i>Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis</i>, 1st ed., Croyton, UK:  The Institution of Engineering and Technology (IET), 2020, pp. 315-346 (32).","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 <i>Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis</i>, 1st ed., 315-346 (32). Croyton, UK:  The Institution of Engineering and Technology (IET), 2020. <a href=\"https://doi.org/10.1049/pbcs072e_ch14\">https://doi.org/10.1049/pbcs072e_ch14</a>.","ama":"Schröder D, Lange S, Hangmann C, Hedayat C. Far-field prediction combining simulations with near-field measurements for EMI assessment of PCBs. In: <i>Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis</i>. 1st ed. Croyton, UK:  The Institution of Engineering and Technology (IET); 2020:315-346 (32). doi:<a href=\"https://doi.org/10.1049/pbcs072e_ch14\">10.1049/pbcs072e_ch14</a>","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).","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={<a href=\"https://doi.org/10.1049/pbcs072e_ch14\">10.1049/pbcs072e_ch14</a>}, 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)} }"},"project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"page":"315-346 (32)","_id":"21542","edition":"1","publisher":" The Institution of Engineering and Technology (IET)","user_id":"38240","status":"public","date_created":"2021-03-18T13:49:49Z","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"],"type":"book_chapter","department":[{"_id":"485"}],"publication":"Tensorial Analysis of Networks (TAN) Modelling for PCB Signal Integrity and EMC Analysis","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."}],"related_material":{"record":[{"relation":"other","id":"21542","status":"public"}]},"main_file_link":[{"url":"https://digital-library.theiet.org/content/books/10.1049/pbcs072e_ch14"}],"language":[{"iso":"eng"}],"doi":"10.1049/pbcs072e_ch14","year":"2020","title":"Far-field prediction combining simulations with near-field measurements for EMI assessment of PCBs","publication_identifier":{"isbn":["9781839530494","9781839530500"]},"author":[{"full_name":"Schröder, Dominik","first_name":"Dominik","last_name":"Schröder"},{"first_name":"Sven","last_name":"Lange","full_name":"Lange, Sven","id":"38240"},{"full_name":"Hangmann, Christian","first_name":"Christian","last_name":"Hangmann"},{"last_name":"Hedayat","first_name":"Christian","full_name":"Hedayat, Christian"}],"publication_status":"published","date_updated":"2022-01-06T06:55:03Z"},{"type":"journal_article","department":[{"_id":"304"}],"date_created":"2020-07-14T09:31:03Z","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"issue":"1","publication":"Scientific Reports","citation":{"ieee":"S. Kumar Sahoo <i>et al.</i>, “On the Possibility of Helium Adsorption in Nitrogen Doped Graphitic Materials,” <i>Scientific Reports</i>, vol. 10, no. 1, 2020.","mla":"Kumar Sahoo, Sudhir, et al. “On the Possibility of Helium Adsorption in Nitrogen Doped Graphitic Materials.” <i>Scientific Reports</i>, vol. 10, no. 1, 2020, doi:<a href=\"https://doi.org/10.1038/s41598-020-62638-z\">10.1038/s41598-020-62638-z</a>.","apa":"Kumar Sahoo, S., Heske, J. J., Azadi, S., Zhang, Z., V  Tarakina,  Nadezda , Oschatz, M., … Kühne, T. (2020). On the Possibility of Helium Adsorption in Nitrogen Doped Graphitic Materials. <i>Scientific Reports</i>, <i>10</i>(1). <a href=\"https://doi.org/10.1038/s41598-020-62638-z\">https://doi.org/10.1038/s41598-020-62638-z</a>","bibtex":"@article{Kumar Sahoo_Heske_Azadi_Zhang_V  Tarakina_Oschatz_Z. Khaliullin_Antonietti_Kühne_2020, title={On the Possibility of Helium Adsorption in Nitrogen Doped Graphitic Materials}, volume={10}, DOI={<a href=\"https://doi.org/10.1038/s41598-020-62638-z\">10.1038/s41598-020-62638-z</a>}, number={1}, journal={Scientific Reports}, author={Kumar Sahoo, Sudhir  and Heske, Julian Joachim and Azadi, Sam and Zhang, Zhenzhe  and V  Tarakina,  Nadezda  and Oschatz, Martin  and Z. Khaliullin, Rustam  and Antonietti,  Markus  and Kühne, Thomas}, year={2020} }","chicago":"Kumar Sahoo, Sudhir , Julian Joachim Heske, Sam Azadi, Zhenzhe  Zhang,  Nadezda  V  Tarakina, Martin  Oschatz, Rustam  Z. Khaliullin,  Markus  Antonietti, and Thomas Kühne. “On the Possibility of Helium Adsorption in Nitrogen Doped Graphitic Materials.” <i>Scientific Reports</i> 10, no. 1 (2020). <a href=\"https://doi.org/10.1038/s41598-020-62638-z\">https://doi.org/10.1038/s41598-020-62638-z</a>.","ama":"Kumar Sahoo S, Heske JJ, Azadi S, et al. On the Possibility of Helium Adsorption in Nitrogen Doped Graphitic Materials. <i>Scientific Reports</i>. 2020;10(1). doi:<a href=\"https://doi.org/10.1038/s41598-020-62638-z\">10.1038/s41598-020-62638-z</a>","short":"S. Kumar Sahoo, J.J. Heske, S. Azadi, Z. Zhang,  Nadezda  V  Tarakina, M. Oschatz, R. Z. Khaliullin,  Markus  Antonietti, T. Kühne, Scientific Reports 10 (2020)."},"user_id":"71692","doi":"10.1038/s41598-020-62638-z","volume":10,"language":[{"iso":"eng"}],"_id":"17379","publication_status":"published","date_updated":"2022-01-06T06:53:10Z","intvolume":"        10","title":"On the Possibility of Helium Adsorption in Nitrogen Doped Graphitic Materials","year":"2020","status":"public","author":[{"last_name":"Kumar Sahoo","first_name":"Sudhir ","full_name":"Kumar Sahoo, Sudhir "},{"full_name":"Heske, Julian Joachim","first_name":"Julian Joachim","last_name":"Heske","id":"53238"},{"full_name":"Azadi, Sam","first_name":"Sam","last_name":"Azadi"},{"full_name":"Zhang, Zhenzhe ","last_name":"Zhang","first_name":"Zhenzhe "},{"first_name":" Nadezda ","last_name":"V  Tarakina","full_name":"V  Tarakina,  Nadezda "},{"first_name":"Martin ","last_name":"Oschatz","full_name":"Oschatz, Martin "},{"last_name":"Z. Khaliullin","first_name":"Rustam ","full_name":"Z. Khaliullin, Rustam "},{"first_name":" Markus ","last_name":"Antonietti","full_name":"Antonietti,  Markus "},{"id":"49079","full_name":"Kühne, Thomas","last_name":"Kühne","first_name":"Thomas"}]},{"intvolume":"         6","date_updated":"2022-01-06T06:53:10Z","author":[{"full_name":"Elgabarty, Hossam","last_name":"Elgabarty","first_name":"Hossam"},{"first_name":"Tobias","last_name":"Kampfrath","full_name":"Kampfrath, Tobias"},{"last_name":"Bonthuis","first_name":"Douwe Jan","full_name":"Bonthuis, Douwe Jan"},{"full_name":"Balos, Vasileios","first_name":"Vasileios","last_name":"Balos"},{"last_name":"Kaliannan","first_name":"Naveen Kumar","full_name":"Kaliannan, Naveen Kumar"},{"full_name":"Loche, Philip","last_name":"Loche","first_name":"Philip"},{"last_name":"Netz","first_name":"Roland R.","full_name":"Netz, Roland R."},{"full_name":"Wolf, Martin","first_name":"Martin","last_name":"Wolf"},{"first_name":"Thomas D.","last_name":"K{\\","full_name":"K{\\, Thomas D."},{"first_name":"Mohsen","last_name":"Sajadi","full_name":"Sajadi, Mohsen"}],"year":"2020","title":"Energy transfer within the hydrogen bonding network of water following resonant terahertz excitation","status":"public","volume":6,"doi":"10.1126/sciadv.aay7074","user_id":"71692","_id":"17381","publisher":"American Association for the Advancement of Science","language":[{"iso":"eng"}],"project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"citation":{"apa":"Elgabarty, H., Kampfrath, T., Bonthuis, D. J., Balos, V., Kaliannan, N. K., Loche, P., … Sajadi, M. (2020). Energy transfer within the hydrogen bonding network of water following resonant terahertz excitation. <i>Science Advances</i>, <i>6</i>(17). <a href=\"https://doi.org/10.1126/sciadv.aay7074\">https://doi.org/10.1126/sciadv.aay7074</a>","ieee":"H. Elgabarty <i>et al.</i>, “Energy transfer within the hydrogen bonding network of water following resonant terahertz excitation,” <i>Science Advances</i>, vol. 6, no. 17, 2020.","chicago":"Elgabarty, Hossam, Tobias Kampfrath, Douwe Jan Bonthuis, Vasileios Balos, Naveen Kumar Kaliannan, Philip Loche, Roland R. Netz, Martin Wolf, Thomas D. K{\\, and Mohsen Sajadi. “Energy Transfer within the Hydrogen Bonding Network of Water Following Resonant Terahertz Excitation.” <i>Science Advances</i> 6, no. 17 (2020). <a href=\"https://doi.org/10.1126/sciadv.aay7074\">https://doi.org/10.1126/sciadv.aay7074</a>.","short":"H. Elgabarty, T. Kampfrath, D.J. Bonthuis, V. Balos, N.K. Kaliannan, P. Loche, R.R. Netz, M. Wolf, T.D. K{\\, M. Sajadi, Science Advances 6 (2020).","mla":"Elgabarty, Hossam, et al. “Energy Transfer within the Hydrogen Bonding Network of Water Following Resonant Terahertz Excitation.” <i>Science Advances</i>, vol. 6, no. 17, American Association for the Advancement of Science, 2020, doi:<a href=\"https://doi.org/10.1126/sciadv.aay7074\">10.1126/sciadv.aay7074</a>.","ama":"Elgabarty H, Kampfrath T, Bonthuis DJ, et al. Energy transfer within the hydrogen bonding network of water following resonant terahertz excitation. <i>Science Advances</i>. 2020;6(17). doi:<a href=\"https://doi.org/10.1126/sciadv.aay7074\">10.1126/sciadv.aay7074</a>","bibtex":"@article{Elgabarty_Kampfrath_Bonthuis_Balos_Kaliannan_Loche_Netz_Wolf_K{\\_Sajadi_2020, title={Energy transfer within the hydrogen bonding network of water following resonant terahertz excitation}, volume={6}, DOI={<a href=\"https://doi.org/10.1126/sciadv.aay7074\">10.1126/sciadv.aay7074</a>}, number={17}, journal={Science Advances}, publisher={American Association for the Advancement of Science}, author={Elgabarty, Hossam and Kampfrath, Tobias and Bonthuis, Douwe Jan and Balos, Vasileios and Kaliannan, Naveen Kumar and Loche, Philip and Netz, Roland R. and Wolf, Martin and K{\\, Thomas D. and Sajadi, Mohsen}, year={2020} }"},"publication":"Science Advances","issue":"17","department":[{"_id":"304"}],"type":"journal_article","date_created":"2020-07-14T09:32:33Z"},{"type":"journal_article","date_created":"2020-07-14T09:36:31Z","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"issue":"2","publication":"Computation","citation":{"chicago":"Rengaraj, Varadarajan, Michael Lass, Christian Plessl, and Thomas D. Kühne. “Accurate Sampling with Noisy Forces from Approximate Computing.” <i>Computation</i> 8, no. 2 (2020): 39. <a href=\"https://doi.org/10.3390/computation8020039\">https://doi.org/10.3390/computation8020039</a>.","short":"V. Rengaraj, M. Lass, C. Plessl, T.D. Kühne, Computation 8 (2020) 39.","ieee":"V. Rengaraj, M. Lass, C. Plessl, and T. D. Kühne, “Accurate Sampling with Noisy Forces from Approximate Computing,” <i>Computation</i>, vol. 8, no. 2, p. 39, 2020.","apa":"Rengaraj, V., Lass, M., Plessl, C., &#38; Kühne, T. D. (2020). Accurate Sampling with Noisy Forces from Approximate Computing. <i>Computation</i>, <i>8</i>(2), 39. <a href=\"https://doi.org/10.3390/computation8020039\">https://doi.org/10.3390/computation8020039</a>","bibtex":"@article{Rengaraj_Lass_Plessl_Kühne_2020, title={Accurate Sampling with Noisy Forces from Approximate Computing}, volume={8}, DOI={<a href=\"https://doi.org/10.3390/computation8020039\">10.3390/computation8020039</a>}, number={2}, journal={Computation}, publisher={MDPI AG}, author={Rengaraj, Varadarajan and Lass, Michael and Plessl, Christian and Kühne, Thomas D.}, year={2020}, pages={39} }","ama":"Rengaraj V, Lass M, Plessl C, Kühne TD. 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Kühne, M. Iannuzzi, M. Del Ben, V.V. Rybkin, P. Seewald, F. Stein, T. Laino, R.Z. Khaliullin, O. Schütt, F. Schiffmann,  et al., The Journal of Chemical Physics 152 (2020) 194103.","chicago":"Kühne, Thomas D., Marcella Iannuzzi, Mauro Del Ben, Vladimir V. Rybkin, Patrick Seewald, Frederick Stein, Teodoro Laino, et al. “CP2K: An Electronic Structure and Molecular Dynamics Software Package - Quickstep: Efficient and Accurate Electronic Structure Calculations.” <i>The Journal of Chemical Physics</i> 152, no. 19 (2020): 194103. <a href=\"https://doi.org/10.1063/5.0007045\">https://doi.org/10.1063/5.0007045</a>.","ieee":"T. D. Kühne <i>et al.</i>, “CP2K: An electronic structure and molecular dynamics software package - Quickstep: Efficient and accurate electronic structure calculations,” <i>The Journal of Chemical Physics</i>, vol. 152, no. 19, p. 194103, 2020.","apa":"Kühne, T. D., Iannuzzi, M., Del Ben, M., Rybkin, V. V., Seewald, P., Stein, F., … al.,  et. (2020). 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The packing density of clusters is 0.5. With such conditions diffuse scattering is significantly reduced and light transport follows propagation channels that are determined by the particle size and topology of the medium. This kind of localization produces coherent backscattering intensity surge and enhanced negative polarization branch if compared to lower density samples."}],"publication":"Journal of Quantitative Spectroscopy and Radiative Transfer","type":"journal_article","keyword":["tet_topic_scattering"],"department":[{"_id":"61"},{"_id":"230"}],"file":[{"date_created":"2020-08-11T15:24:31Z","creator":"fossie","content_type":"application/pdf","file_id":"17814","title":"Preprint","access_level":"open_access","file_size":1567605,"file_name":"2020-08 Grynko - JQSRT PREPRINT - Large Cluster.pdf","date_updated":"2020-08-11T15:24:31Z","relation":"main_file"}],"date_created":"2020-08-11T09:07:04Z","has_accepted_license":"1","status":"public","user_id":"158","ddc":["530"],"volume":255,"page":"107234","_id":"17803","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"file_date_updated":"2020-08-11T15:24:31Z","citation":{"ama":"Grynko Y, Shkuratov Y, Förstner J. 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The method is derived and illustrated for an effective 2D setup first and then for 3D slab waveguide lenses. We employ slab waveguides of different thicknesses connected by curved surfaces to realize a lens-like structure. To simulate the wave propagation in 3D including reflection and scattering losses, the stepwise angular spectrum method is combined with full vectorial finite element computations for subproblems with lower complexity. 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