[{"main_file_link":[{"url":"https://journals.sagepub.com/doi/10.1177/10943420231177631","open_access":"1"}],"citation":{"bibtex":"@article{Schade_Kenter_Elgabarty_Lass_Kühne_Plessl_2023, title={Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics}, DOI={10.1177/10943420231177631}, number={109434202311776}, journal={The International Journal of High Performance Computing Applications}, publisher={SAGE Publications}, author={Schade, Robert and Kenter, Tobias and Elgabarty, Hossam and Lass, Michael and Kühne, Thomas and Plessl, Christian}, year={2023} }","mla":"Schade, Robert, et al. “Breaking the Exascale Barrier for the Electronic Structure Problem in Ab-Initio Molecular Dynamics.” The International Journal of High Performance Computing Applications, 109434202311776, SAGE Publications, 2023, doi:10.1177/10943420231177631.","ieee":"R. Schade, T. Kenter, H. Elgabarty, M. Lass, T. Kühne, and C. Plessl, “Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics,” The International Journal of High Performance Computing Applications, Art. no. 109434202311776, 2023, doi: 10.1177/10943420231177631.","chicago":"Schade, Robert, Tobias Kenter, Hossam Elgabarty, Michael Lass, Thomas Kühne, and Christian Plessl. “Breaking the Exascale Barrier for the Electronic Structure Problem in Ab-Initio Molecular Dynamics.” The International Journal of High Performance Computing Applications, 2023. https://doi.org/10.1177/10943420231177631.","ama":"Schade R, Kenter T, Elgabarty H, Lass M, Kühne T, Plessl C. Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics. The International Journal of High Performance Computing Applications. Published online 2023. doi:10.1177/10943420231177631","short":"R. Schade, T. Kenter, H. Elgabarty, M. Lass, T. Kühne, C. Plessl, The International Journal of High Performance Computing Applications (2023).","apa":"Schade, R., Kenter, T., Elgabarty, H., Lass, M., Kühne, T., & Plessl, C. (2023). Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics. The International Journal of High Performance Computing Applications, Article 109434202311776. https://doi.org/10.1177/10943420231177631"},"year":"2023","type":"journal_article","_id":"45361","article_number":"109434202311776","quality_controlled":"1","publisher":"SAGE Publications","author":[{"orcid":"0000-0002-6268-539","full_name":"Schade, Robert","first_name":"Robert","id":"75963","last_name":"Schade"},{"first_name":"Tobias","full_name":"Kenter, Tobias","last_name":"Kenter","id":"3145"},{"first_name":"Hossam","orcid":"0000-0002-4945-1481","full_name":"Elgabarty, Hossam","last_name":"Elgabarty","id":"60250"},{"id":"24135","last_name":"Lass","orcid":"0000-0002-5708-7632","full_name":"Lass, Michael","first_name":"Michael"},{"first_name":"Thomas","full_name":"Kühne, Thomas","last_name":"Kühne","id":"49079"},{"id":"16153","last_name":"Plessl","full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982","first_name":"Christian"}],"publication":"The International Journal of High Performance Computing Applications","keyword":["Hardware and Architecture","Theoretical Computer Science","Software"],"status":"public","date_created":"2023-05-30T09:19:09Z","article_type":"original","abstract":[{"text":" The non-orthogonal local submatrix method applied to electronic structure–based molecular dynamics simulations is shown to exceed 1.1 EFLOP/s in FP16/FP32-mixed floating-point arithmetic when using 4400 NVIDIA A100 GPUs of the Perlmutter system. This is enabled by a modification of the original method that pushes the sustained fraction of the peak performance to about 80%. Example calculations are performed for SARS-CoV-2 spike proteins with up to 83 million atoms. ","lang":"eng"}],"user_id":"75963","language":[{"iso":"eng"}],"date_updated":"2023-08-02T15:04:53Z","oa":"1","doi":"10.1177/10943420231177631","department":[{"_id":"27"},{"_id":"518"}],"project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"publication_status":"published","publication_identifier":{"issn":["1094-3420","1741-2846"]},"title":"Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics"},{"date_updated":"2023-08-03T11:14:10Z","doi":"10.3390/nano13030466","language":[{"iso":"eng"}],"title":"Modeling of Masked Droplet Deposition for Site-Controlled Ga Droplets","department":[{"_id":"15"},{"_id":"230"}],"publication_status":"published","publication_identifier":{"issn":["2079-4991"]},"intvolume":" 13","_id":"46278","issue":"3","article_number":"466","year":"2023","citation":{"short":"S. Feddersen, V. Zolatanosha, A. Alshaikh, D. Reuter, C. Heyn, Nanomaterials 13 (2023).","ieee":"S. Feddersen, V. Zolatanosha, A. Alshaikh, D. Reuter, and C. Heyn, “Modeling of Masked Droplet Deposition for Site-Controlled Ga Droplets,” Nanomaterials, vol. 13, no. 3, Art. no. 466, 2023, doi: 10.3390/nano13030466.","chicago":"Feddersen, Stefan, Viktoryia Zolatanosha, Ahmed Alshaikh, Dirk Reuter, and Christian Heyn. “Modeling of Masked Droplet Deposition for Site-Controlled Ga Droplets.” Nanomaterials 13, no. 3 (2023). https://doi.org/10.3390/nano13030466.","ama":"Feddersen S, Zolatanosha V, Alshaikh A, Reuter D, Heyn C. Modeling of Masked Droplet Deposition for Site-Controlled Ga Droplets. Nanomaterials. 2023;13(3). doi:10.3390/nano13030466","apa":"Feddersen, S., Zolatanosha, V., Alshaikh, A., Reuter, D., & Heyn, C. (2023). Modeling of Masked Droplet Deposition for Site-Controlled Ga Droplets. Nanomaterials, 13(3), Article 466. https://doi.org/10.3390/nano13030466","bibtex":"@article{Feddersen_Zolatanosha_Alshaikh_Reuter_Heyn_2023, title={Modeling of Masked Droplet Deposition for Site-Controlled Ga Droplets}, volume={13}, DOI={10.3390/nano13030466}, number={3466}, journal={Nanomaterials}, publisher={MDPI AG}, author={Feddersen, Stefan and Zolatanosha, Viktoryia and Alshaikh, Ahmed and Reuter, Dirk and Heyn, Christian}, year={2023} }","mla":"Feddersen, Stefan, et al. “Modeling of Masked Droplet Deposition for Site-Controlled Ga Droplets.” Nanomaterials, vol. 13, no. 3, 466, MDPI AG, 2023, doi:10.3390/nano13030466."},"type":"journal_article","abstract":[{"text":"Site-controlled Ga droplets on AlGaAs substrates are fabricated using area-selective deposition of Ga through apertures in a mask during molecular beam epitaxy (MBE). The Ga droplets can be crystallized into GaAs quantum dots using a crystallization step under As flux. In order to model the complex process, including the masked deposition of the droplets and a reduction of their number during a thermal annealing step, a multiscale kinetic Monte Carlo (mkMC) simulation of self-assembled Ga droplet formation on AlGaAs is expanded for area-selective deposition. The simulation has only two free model parameters: the activation energy for surface diffusion and the activation energy for thermal escape of adatoms from a droplet. Simulated droplet numbers within the opening of the aperture agree quantitatively with the experimental results down to the perfect site-control, with one droplet per aperture. However, the model parameters are different compared to those of the self-assembled droplet growth. We attribute this to the presence of the mask in close proximity to the surface, which modifies the local process temperature and the As background. This approach also explains the dependence of the model parameters on the size of the aperture.","lang":"eng"}],"user_id":"42514","author":[{"first_name":"Stefan","full_name":"Feddersen, Stefan","last_name":"Feddersen"},{"first_name":"Viktoryia","full_name":"Zolatanosha, Viktoryia","last_name":"Zolatanosha"},{"last_name":"Alshaikh","first_name":"Ahmed","full_name":"Alshaikh, Ahmed"},{"full_name":"Reuter, Dirk","first_name":"Dirk","id":"37763","last_name":"Reuter"},{"last_name":"Heyn","full_name":"Heyn, Christian","first_name":"Christian"}],"publisher":"MDPI AG","publication":"Nanomaterials","keyword":["General Materials Science","General Chemical Engineering"],"status":"public","date_created":"2023-08-03T11:13:28Z","volume":13},{"status":"public","date_created":"2023-08-03T09:00:33Z","publication_status":"published","publication_identifier":{"issn":["1433-7851","1521-3773"]},"author":[{"first_name":"Benedikt","full_name":"Sieland, Benedikt","last_name":"Sieland"},{"first_name":"Marcel","full_name":"Stahn, Marcel","last_name":"Stahn"},{"first_name":"Roland","full_name":"Schoch, Roland","last_name":"Schoch"},{"last_name":"Daniliuc","full_name":"Daniliuc, Constantin","first_name":"Constantin"},{"first_name":"Sebastian","full_name":"Spicher, Sebastian","last_name":"Spicher"},{"last_name":"Grimme","full_name":"Grimme, Stefan","first_name":"Stefan"},{"first_name":"Andreas","full_name":"Hansen, Andreas","last_name":"Hansen"},{"first_name":"Jan","orcid":"0000-0002-3698-668X","full_name":"Paradies, Jan","last_name":"Paradies","id":"53339"}],"publisher":"Wiley","keyword":["General Chemistry","Catalysis"],"publication":"Angewandte Chemie International Edition","department":[{"_id":"2"},{"_id":"389"}],"user_id":"53339","title":"Dispersion Energy‐Stabilized Boron and Phosphorus Lewis Pairs","language":[{"iso":"eng"}],"citation":{"apa":"Sieland, B., Stahn, M., Schoch, R., Daniliuc, C., Spicher, S., Grimme, S., Hansen, A., & Paradies, J. (2023). Dispersion Energy‐Stabilized Boron and Phosphorus Lewis Pairs. Angewandte Chemie International Edition. https://doi.org/10.1002/anie.202308752","ama":"Sieland B, Stahn M, Schoch R, et al. Dispersion Energy‐Stabilized Boron and Phosphorus Lewis Pairs. Angewandte Chemie International Edition. Published online 2023. doi:10.1002/anie.202308752","chicago":"Sieland, Benedikt, Marcel Stahn, Roland Schoch, Constantin Daniliuc, Sebastian Spicher, Stefan Grimme, Andreas Hansen, and Jan Paradies. “Dispersion Energy‐Stabilized Boron and Phosphorus Lewis Pairs.” Angewandte Chemie International Edition, 2023. https://doi.org/10.1002/anie.202308752.","bibtex":"@article{Sieland_Stahn_Schoch_Daniliuc_Spicher_Grimme_Hansen_Paradies_2023, title={Dispersion Energy‐Stabilized Boron and Phosphorus Lewis Pairs}, DOI={10.1002/anie.202308752}, journal={Angewandte Chemie International Edition}, publisher={Wiley}, author={Sieland, Benedikt and Stahn, Marcel and Schoch, Roland and Daniliuc, Constantin and Spicher, Sebastian and Grimme, Stefan and Hansen, Andreas and Paradies, Jan}, year={2023} }","mla":"Sieland, Benedikt, et al. “Dispersion Energy‐Stabilized Boron and Phosphorus Lewis Pairs.” Angewandte Chemie International Edition, Wiley, 2023, doi:10.1002/anie.202308752.","short":"B. Sieland, M. Stahn, R. Schoch, C. Daniliuc, S. Spicher, S. Grimme, A. Hansen, J. Paradies, Angewandte Chemie International Edition (2023).","ieee":"B. Sieland et al., “Dispersion Energy‐Stabilized Boron and Phosphorus Lewis Pairs,” Angewandte Chemie International Edition, 2023, doi: 10.1002/anie.202308752."},"type":"journal_article","year":"2023","doi":"10.1002/anie.202308752","_id":"46277","date_updated":"2023-08-03T09:01:41Z"},{"author":[{"last_name":"Clausing","id":"74287","first_name":"Lennart","full_name":"Clausing, Lennart","orcid":"0000-0003-3789-6034"},{"full_name":"Guetattfi, Zakarya","first_name":"Zakarya","last_name":"Guetattfi"},{"full_name":"Kaufmann, Paul","first_name":"Paul","last_name":"Kaufmann"},{"full_name":"Lienen, Christian","first_name":"Christian","id":"60323","last_name":"Lienen"},{"first_name":"Marco","full_name":"Platzner, Marco","last_name":"Platzner","id":"398"}],"publication":"Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)","department":[{"_id":"78"}],"status":"public","date_created":"2023-07-09T12:50:32Z","project":[{"_id":"83","name":"SFB 901 - T1: SFB 901 -Subproject T1"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"_id":"1","grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}],"title":"On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64","user_id":"477","citation":{"ieee":"L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, and M. Platzner, “On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64,” 2023.","short":"L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, M. Platzner, in: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023.","mla":"Clausing, Lennart, et al. “On Guaranteeing Schedulability of Periodic Real-Time Hardware Tasks under ReconOS64.” Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023.","bibtex":"@inproceedings{Clausing_Guetattfi_Kaufmann_Lienen_Platzner_2023, title={On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64}, booktitle={Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)}, author={Clausing, Lennart and Guetattfi, Zakarya and Kaufmann, Paul and Lienen, Christian and Platzner, Marco}, year={2023} }","chicago":"Clausing, Lennart, Zakarya Guetattfi, Paul Kaufmann, Christian Lienen, and Marco Platzner. “On Guaranteeing Schedulability of Periodic Real-Time Hardware Tasks under ReconOS64.” In Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023.","ama":"Clausing L, Guetattfi Z, Kaufmann P, Lienen C, Platzner M. On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64. In: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC). ; 2023.","apa":"Clausing, L., Guetattfi, Z., Kaufmann, P., Lienen, C., & Platzner, M. (2023). On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64. Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)."},"year":"2023","type":"conference","language":[{"iso":"eng"}],"_id":"45913","date_updated":"2023-08-03T13:49:50Z"},{"date_created":"2023-07-19T13:29:28Z","status":"public","volume":300,"publication":"Zwischen Fake und Fakt","publisher":"Friedrich Verlag","author":[{"id":"16277","last_name":"Tophinke","full_name":"Tophinke, Doris","first_name":"Doris"}],"user_id":"16277","page":"42–47","type":"book_chapter","year":"2023","citation":{"mla":"Tophinke, Doris. “‘Tankrabatt’ und ‘Freiheitsenergie’. Wie der Blog ‘neusprech.org’ politische Euphemismen entlarvt.” Zwischen Fake und Fakt, edited by Helmuth Feilke, vol. 300, Friedrich Verlag, 2023, pp. 42–47.","bibtex":"@inbook{Tophinke_2023, place={Hannover}, series={Praxis Deutsch}, title={“Tankrabatt” und “Freiheitsenergie”. Wie der Blog “neusprech.org” politische Euphemismen entlarvt}, volume={300}, booktitle={Zwischen Fake und Fakt}, publisher={Friedrich Verlag}, author={Tophinke, Doris}, editor={Feilke, Helmuth}, year={2023}, pages={42–47}, collection={Praxis Deutsch} }","apa":"Tophinke, D. (2023). “Tankrabatt” und “Freiheitsenergie”. Wie der Blog “neusprech.org” politische Euphemismen entlarvt. In H. Feilke (Ed.), Zwischen Fake und Fakt (Vol. 300, pp. 42–47). Friedrich Verlag.","ama":"Tophinke D. “Tankrabatt” und “Freiheitsenergie”. Wie der Blog “neusprech.org” politische Euphemismen entlarvt. In: Feilke H, ed. Zwischen Fake und Fakt. Vol 300. Praxis Deutsch. Friedrich Verlag; 2023:42–47.","chicago":"Tophinke, Doris. “‘Tankrabatt’ und ‘Freiheitsenergie’. Wie der Blog ‘neusprech.org’ politische Euphemismen entlarvt.” In Zwischen Fake und Fakt, edited by Helmuth Feilke, 300:42–47. Praxis Deutsch. Hannover: Friedrich Verlag, 2023.","ieee":"D. Tophinke, “‘Tankrabatt’ und ‘Freiheitsenergie’. Wie der Blog ‘neusprech.org’ politische Euphemismen entlarvt,” in Zwischen Fake und Fakt, vol. 300, H. Feilke, Ed. Hannover: Friedrich Verlag, 2023, pp. 42–47.","short":"D. Tophinke, in: H. Feilke (Ed.), Zwischen Fake und Fakt, Friedrich Verlag, Hannover, 2023, pp. 42–47."},"_id":"46099","intvolume":" 300","publication_status":"published","editor":[{"last_name":"Feilke","full_name":"Feilke, Helmuth","first_name":"Helmuth"}],"department":[{"_id":"5"},{"_id":"115"}],"title":"\"Tankrabatt\" und \"Freiheitsenergie\". Wie der Blog \"neusprech.org\" politische Euphemismen entlarvt","place":"Hannover","language":[{"iso":"ger"}],"series_title":"Praxis Deutsch","date_updated":"2023-08-03T15:35:11Z"},{"status":"public","project":[{"name":"InterGramm: Interaktive Grammatikanalyse historischer Texte: Adaptive Annotationsverfahren zur Erschließung des Sprachausbaus im Mittelniederdeutschen","_id":"39"}],"date_created":"2023-06-20T14:12:37Z","publication_status":"published","author":[{"full_name":"Merten, Marie-Luis","first_name":"Marie-Luis","last_name":"Merten"},{"first_name":"Marcel","full_name":"Wever, Marcel","last_name":"Wever"},{"first_name":"Doris","full_name":"Tophinke, Doris","last_name":"Tophinke","id":"16277"},{"last_name":"Geierhos","first_name":"Michaela","full_name":"Geierhos, Michaela"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","last_name":"Hüllermeier"}],"publication":"International Journal of Corpus Linguistics","department":[{"_id":"5"},{"_id":"115"}],"user_id":"16277","title":"Annotation uncertainty in the context of grammatical change","language":[{"iso":"eng"}],"type":"journal_article","citation":{"chicago":"Merten, Marie-Luis, Marcel Wever, Doris Tophinke, Michaela Geierhos, and Eyke Hüllermeier. “Annotation Uncertainty in the Context of Grammatical Change.” International Journal of Corpus Linguistics, 2023. https://doi.org/10.1075/ijcl.20113.mer.","apa":"Merten, M.-L., Wever, M., Tophinke, D., Geierhos, M., & Hüllermeier, E. (2023). Annotation uncertainty in the context of grammatical change. International Journal of Corpus Linguistics. https://doi.org/10.1075/ijcl.20113.mer","ama":"Merten M-L, Wever M, Tophinke D, Geierhos M, Hüllermeier E. Annotation uncertainty in the context of grammatical change. International Journal of Corpus Linguistics. Published online 2023. doi:https://doi.org/10.1075/ijcl.20113.mer","mla":"Merten, Marie-Luis, et al. “Annotation Uncertainty in the Context of Grammatical Change.” International Journal of Corpus Linguistics, 2023, doi:https://doi.org/10.1075/ijcl.20113.mer.","bibtex":"@article{Merten_Wever_Tophinke_Geierhos_Hüllermeier_2023, title={Annotation uncertainty in the context of grammatical change}, DOI={https://doi.org/10.1075/ijcl.20113.mer}, journal={International Journal of Corpus Linguistics}, author={Merten, Marie-Luis and Wever, Marcel and Tophinke, Doris and Geierhos, Michaela and Hüllermeier, Eyke}, year={2023} }","short":"M.-L. Merten, M. Wever, D. Tophinke, M. Geierhos, E. Hüllermeier, International Journal of Corpus Linguistics (2023).","ieee":"M.-L. Merten, M. Wever, D. Tophinke, M. Geierhos, and E. Hüllermeier, “Annotation uncertainty in the context of grammatical change,” International Journal of Corpus Linguistics, 2023, doi: https://doi.org/10.1075/ijcl.20113.mer."},"year":"2023","doi":"https://doi.org/10.1075/ijcl.20113.mer","_id":"45673","date_updated":"2023-08-03T15:34:10Z"},{"date_updated":"2023-08-04T06:01:49Z","oa":"1","doi":"10.17619/UNIPB/1-1780 ","language":[{"iso":"eng"}],"title":"Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions","department":[{"_id":"355"}],"project":[{"grant_number":"160364472","name":"SFB 901 - B2: Konfiguration und Bewertung (B02)","_id":"10"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"1","grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}],"_id":"45780","supervisor":[{"last_name":"Hüllermeier","first_name":"Eyke","full_name":"Hüllermeier, Eyke"}],"year":"2023","type":"dissertation","citation":{"chicago":"Tornede, Alexander. Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions, 2023. https://doi.org/10.17619/UNIPB/1-1780 .","ama":"Tornede A. Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions.; 2023. doi:10.17619/UNIPB/1-1780 ","short":"A. Tornede, Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions, 2023.","apa":"Tornede, A. (2023). Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions. https://doi.org/10.17619/UNIPB/1-1780 ","bibtex":"@book{Tornede_2023, title={Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions}, DOI={10.17619/UNIPB/1-1780 }, author={Tornede, Alexander}, year={2023} }","mla":"Tornede, Alexander. Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions. 2023, doi:10.17619/UNIPB/1-1780 .","ieee":"A. Tornede, Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions. 2023."},"user_id":"15504","ddc":["006"],"file":[{"date_created":"2023-07-24T08:40:35Z","file_name":"dissertation_alexander_tornede_final_publishing_compressed.pdf","access_level":"open_access","file_size":4300633,"title":" Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions","creator":"ahetzer","file_id":"46118","date_updated":"2023-07-24T08:42:01Z","content_type":"application/pdf","relation":"main_file"}],"author":[{"full_name":"Tornede, Alexander","first_name":"Alexander","id":"38209","last_name":"Tornede"}],"file_date_updated":"2023-07-24T08:42:01Z","status":"public","has_accepted_license":"1","date_created":"2023-06-27T05:20:14Z"},{"year":"2023","citation":{"bibtex":"@book{Spiess-Bru_2023, title={Information Asymmetry and Gendered Behavior in Organizations and Digital Markets}, author={Spiess-Bru, Clarissa}, year={2023} }","mla":"Spiess-Bru, Clarissa. Information Asymmetry and Gendered Behavior in Organizations and Digital Markets. 2023.","apa":"Spiess-Bru, C. (2023). Information Asymmetry and Gendered Behavior in Organizations and Digital Markets.","ama":"Spiess-Bru C. Information Asymmetry and Gendered Behavior in Organizations and Digital Markets.; 2023.","chicago":"Spiess-Bru, Clarissa. Information Asymmetry and Gendered Behavior in Organizations and Digital Markets, 2023.","ieee":"C. Spiess-Bru, Information Asymmetry and Gendered Behavior in Organizations and Digital Markets. 2023.","short":"C. Spiess-Bru, Information Asymmetry and Gendered Behavior in Organizations and Digital Markets, 2023."},"type":"dissertation","language":[{"iso":"eng"}],"supervisor":[{"first_name":"Bernd","full_name":"Frick, Bernd","last_name":"Frick","id":"16019"}],"_id":"46296","date_updated":"2023-08-04T05:59:12Z","status":"public","project":[{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"_id":"8","grant_number":"160364472","name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)"}],"date_created":"2023-08-04T05:59:00Z","author":[{"last_name":"Spiess-Bru","full_name":"Spiess-Bru, Clarissa","first_name":"Clarissa"}],"title":"Information Asymmetry and Gendered Behavior in Organizations and Digital Markets","user_id":"15504"},{"language":[{"iso":"eng"}],"year":"2023","citation":{"ieee":"C. Kress, T. Schwabe, C. Silberhorn, and J. C. Scheytt, “Generation of 100 GHz Periodic Nyquist Pulses using Cascaded Mach-Zehnder Modulators in a Silicon Electronic-Photonic Platform,” presented at the Conference on Lasers and Electro-Optics (CLEO), San Jose, CA, USA, 2023, doi: https://doi.org/10.1364/CLEO_SI.2023.SF1P.6.","mla":"Kress, Christian, et al. “Generation of 100 GHz Periodic Nyquist Pulses Using Cascaded Mach-Zehnder Modulators in a Silicon Electronic-Photonic Platform.” Conference on Lasers and Electro-Optics (CLEO) 2023, Optica Publishing Group, 2023, doi:https://doi.org/10.1364/CLEO_SI.2023.SF1P.6.","bibtex":"@inproceedings{Kress_Schwabe_Silberhorn_Scheytt_2023, title={Generation of 100 GHz Periodic Nyquist Pulses using Cascaded Mach-Zehnder Modulators in a Silicon Electronic-Photonic Platform}, DOI={https://doi.org/10.1364/CLEO_SI.2023.SF1P.6}, booktitle={ Conference on Lasers and Electro-Optics (CLEO) 2023}, publisher={Optica Publishing Group}, author={Kress, Christian and Schwabe, Tobias and Silberhorn, Christine and Scheytt, J. Christoph}, year={2023} }","ama":"Kress C, Schwabe T, Silberhorn C, Scheytt JC. Generation of 100 GHz Periodic Nyquist Pulses using Cascaded Mach-Zehnder Modulators in a Silicon Electronic-Photonic Platform. In: Conference on Lasers and Electro-Optics (CLEO) 2023. Optica Publishing Group; 2023. doi:https://doi.org/10.1364/CLEO_SI.2023.SF1P.6","short":"C. Kress, T. Schwabe, C. Silberhorn, J.C. Scheytt, in: Conference on Lasers and Electro-Optics (CLEO) 2023, Optica Publishing Group, 2023.","apa":"Kress, C., Schwabe, T., Silberhorn, C., & Scheytt, J. C. (2023). Generation of 100 GHz Periodic Nyquist Pulses using Cascaded Mach-Zehnder Modulators in a Silicon Electronic-Photonic Platform. Conference on Lasers and Electro-Optics (CLEO) 2023. Conference on Lasers and Electro-Optics (CLEO), San Jose, CA, USA. https://doi.org/10.1364/CLEO_SI.2023.SF1P.6","chicago":"Kress, Christian, Tobias Schwabe, Christine Silberhorn, and J. Christoph Scheytt. “Generation of 100 GHz Periodic Nyquist Pulses Using Cascaded Mach-Zehnder Modulators in a Silicon Electronic-Photonic Platform.” In Conference on Lasers and Electro-Optics (CLEO) 2023. Optica Publishing Group, 2023. https://doi.org/10.1364/CLEO_SI.2023.SF1P.6."},"type":"conference","doi":"https://doi.org/10.1364/CLEO_SI.2023.SF1P.6","conference":{"location":"San Jose, CA, USA","start_date":"2023-05-08","name":" Conference on Lasers and Electro-Optics (CLEO)","end_date":"2023-05-12"},"_id":"45578","date_updated":"2023-08-04T08:30:49Z","date_created":"2023-06-12T10:25:25Z","project":[{"_id":"302","name":"PONyDAC: PONyDAC II - Präziser Optischer Nyquist-Puls-Synthesizer DAC","grant_number":"403154102"},{"_id":"53","grant_number":"231447078","name":"TRR 142: TRR 142 - Maßgeschneiderte nichtlineare Photonik: Von grundlegenden Konzepten zu funktionellen Strukturen"}],"status":"public","publication":" Conference on Lasers and Electro-Optics (CLEO) 2023","department":[{"_id":"58"},{"_id":"230"},{"_id":"623"}],"publisher":"Optica Publishing Group","author":[{"id":"13256","last_name":"Kress","full_name":"Kress, Christian","first_name":"Christian"},{"first_name":"Tobias","full_name":"Schwabe, Tobias","last_name":"Schwabe","id":"39217"},{"id":"26263","last_name":"Silberhorn","full_name":"Silberhorn, Christine","first_name":"Christine"},{"last_name":"Scheytt","id":"37144","first_name":"J. Christoph","full_name":"Scheytt, J. Christoph","orcid":"0000-0002-5950-6618 "}],"user_id":"13256","title":"Generation of 100 GHz Periodic Nyquist Pulses using Cascaded Mach-Zehnder Modulators in a Silicon Electronic-Photonic Platform","abstract":[{"text":"A frequency-flexible Nyquist pulse synthesizer is presented with optical pulse bandwidths up to fopt=100 GHz and repetition rates equal to fopt/9, fabricated in an electronic-photonic co-integrated platform utilizing linear on-chip drivers.","lang":"eng"}]},{"intvolume":" 16","_id":"46354","date_updated":"2023-08-04T09:44:41Z","issue":"1","page":"114-131","citation":{"short":"M. Homt, B. Bloh, Lehrerbildung Auf Dem Prüfstand 16 (2023) 114–131.","ama":"Homt M, Bloh B. Der formelle Diskurs Forschenden Lernens in der Lehrerbildung. Ein Blick zurück nach vorn. Lehrerbildung auf dem Prüfstand. 2023;16(1):114-131.","apa":"Homt, M., & Bloh, B. (2023). Der formelle Diskurs Forschenden Lernens in der Lehrerbildung. Ein Blick zurück nach vorn. Lehrerbildung Auf Dem Prüfstand, 16(1), 114–131.","chicago":"Homt, Martina, and Bea Bloh. “Der Formelle Diskurs Forschenden Lernens in Der Lehrerbildung. Ein Blick Zurück Nach Vorn.” Lehrerbildung Auf Dem Prüfstand 16, no. 1 (2023): 114–31.","ieee":"M. Homt and B. Bloh, “Der formelle Diskurs Forschenden Lernens in der Lehrerbildung. Ein Blick zurück nach vorn,” Lehrerbildung auf dem Prüfstand, vol. 16, no. 1, pp. 114–131, 2023.","bibtex":"@article{Homt_Bloh_2023, title={Der formelle Diskurs Forschenden Lernens in der Lehrerbildung. Ein Blick zurück nach vorn}, volume={16}, number={1}, journal={Lehrerbildung auf dem Prüfstand}, author={Homt, Martina and Bloh, Bea}, year={2023}, pages={114–131} }","mla":"Homt, Martina, and Bea Bloh. “Der Formelle Diskurs Forschenden Lernens in Der Lehrerbildung. Ein Blick Zurück Nach Vorn.” Lehrerbildung Auf Dem Prüfstand, vol. 16, no. 1, 2023, pp. 114–31."},"year":"2023","type":"journal_article","language":[{"iso":"eng"}],"title":"Der formelle Diskurs Forschenden Lernens in der Lehrerbildung. Ein Blick zurück nach vorn","user_id":"11674","publication":"Lehrerbildung auf dem Prüfstand","author":[{"full_name":"Homt, Martina","first_name":"Martina","id":"11674","last_name":"Homt"},{"id":"69910","last_name":"Bloh","full_name":"Bloh, Bea","first_name":"Bea"}],"volume":16,"date_created":"2023-08-04T09:44:07Z","status":"public"},{"date_updated":"2023-08-07T06:04:24Z","_id":"37704","language":[{"iso":"ger"}],"type":"book_chapter","year":"2023","citation":{"ama":"Ksouri-Gerwien C, Vorbohle C. Anwendung von System Dynamics zur Geschäftsmodellinnovation in einem B2B-Ökosystem. In: Schallmo DRA, Kundisch D, Lang K, eds. Digitale Plattformen und Ökosysteme im B2B-Bereich. Springer Gabler; 2023.","apa":"Ksouri-Gerwien, C., & Vorbohle, C. (2023). Anwendung von System Dynamics zur Geschäftsmodellinnovation in einem B2B-Ökosystem. In D. R. A. Schallmo, D. Kundisch, & K. Lang (Eds.), Digitale Plattformen und Ökosysteme im B2B-Bereich. Springer Gabler.","short":"C. Ksouri-Gerwien, C. Vorbohle, in: D.R.A. Schallmo, D. Kundisch, K. Lang (Eds.), Digitale Plattformen und Ökosysteme im B2B-Bereich, Springer Gabler, Wiesbaden, 2023.","chicago":"Ksouri-Gerwien, Christoph, and Christian Vorbohle. “Anwendung von System Dynamics zur Geschäftsmodellinnovation in einem B2B-Ökosystem.” In Digitale Plattformen und Ökosysteme im B2B-Bereich, edited by D.R.A. Schallmo, Dennis Kundisch, and K. Lang. Wiesbaden: Springer Gabler, 2023.","ieee":"C. Ksouri-Gerwien and C. Vorbohle, “Anwendung von System Dynamics zur Geschäftsmodellinnovation in einem B2B-Ökosystem,” in Digitale Plattformen und Ökosysteme im B2B-Bereich, D. R. A. Schallmo, D. Kundisch, and K. Lang, Eds. Wiesbaden: Springer Gabler, 2023.","bibtex":"@inbook{Ksouri-Gerwien_Vorbohle_2023, place={Wiesbaden}, title={Anwendung von System Dynamics zur Geschäftsmodellinnovation in einem B2B-Ökosystem}, booktitle={Digitale Plattformen und Ökosysteme im B2B-Bereich}, publisher={Springer Gabler}, author={Ksouri-Gerwien, Christoph and Vorbohle, Christian}, editor={Schallmo, D.R.A. and Kundisch, Dennis and Lang, K.}, year={2023} }","mla":"Ksouri-Gerwien, Christoph, and Christian Vorbohle. “Anwendung von System Dynamics zur Geschäftsmodellinnovation in einem B2B-Ökosystem.” Digitale Plattformen und Ökosysteme im B2B-Bereich, edited by D.R.A. Schallmo et al., Springer Gabler, 2023."},"user_id":"29951","title":"Anwendung von System Dynamics zur Geschäftsmodellinnovation in einem B2B-Ökosystem","place":"Wiesbaden","status":"public","date_created":"2023-01-20T10:57:37Z","project":[{"_id":"1","grant_number":"160364472","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C5: SFB 901 - Subproject C5","_id":"17"}],"editor":[{"last_name":"Schallmo","full_name":"Schallmo, D.R.A.","first_name":"D.R.A."},{"last_name":"Kundisch","full_name":"Kundisch, Dennis","first_name":"Dennis"},{"last_name":"Lang","full_name":"Lang, K.","first_name":"K."}],"publisher":"Springer Gabler","author":[{"first_name":"Christoph","full_name":"Ksouri-Gerwien, Christoph","last_name":"Ksouri-Gerwien"},{"last_name":"Vorbohle","id":"29951","first_name":"Christian","full_name":"Vorbohle, Christian"}],"department":[{"_id":"276"}],"publication":"Digitale Plattformen und Ökosysteme im B2B-Bereich"},{"place":"Stuttgart","title":"Automatisierte Abhängigkeitsanalyse von Anforderungen zur Wirkkettenmodellierung","department":[{"_id":"152"}],"publication_identifier":{"issn":["2364-4885"]},"publication_status":"published","editor":[{"last_name":"Hölzle","first_name":"Katharina","full_name":"Hölzle, Katharina"},{"last_name":"Kreimeyer","full_name":"Kreimeyer, Matthias","first_name":"Matthias"},{"last_name":"Roth","full_name":"Roth, Daniel","first_name":"Daniel"},{"last_name":"Maier","first_name":"Thomas","full_name":"Maier, Thomas"},{"last_name":"Riedel","full_name":"Riedel, Oliver","first_name":"Oliver"}],"date_updated":"2023-08-07T17:16:42Z","language":[{"iso":"eng"}],"abstract":[{"text":"Effect chain modelling is a method for creating information\r\nmodels for impact analyses of changes in system elements. For\r\nthe estimation of change propagation, dependencies between\r\nrequirements must be detected. The high number of require-\r\nment dependencies in the engineering of complex technical\r\nsystems results in the need for automation. In a study, it was\r\nshown that transformer models (BERT) are suitable for the\r\nautomated dependency analysis of requirements. However,\r\nthere are currently deficits in the applicability of the models\r\nfor different projects without an extensive and heterogeneous\r\ntraining database. This paper investigates how active learning\r\ncan be used to train BERT models (active-BERT) in order to\r\nincrease the performance of the models for classifying requi-\r\nrement dependencies of projects with heterogeneous require-\r\nments. The results show that the performance of the models\r\nincreases significantly through active learning. Through active-\r\nBERT, engineers are enabled to model effect chains efficiently\r\nand to handle requirement changes effectively.","lang":"eng"}],"user_id":"40253","publication":"Stuttgarter Symposium für Produktentwicklung SSP 2023","author":[{"last_name":"Gräßler","id":"47565","first_name":"Iris","full_name":"Gräßler, Iris","orcid":"0000-0001-5765-971X"},{"full_name":"Preuß, Daniel","first_name":"Daniel","id":"40253","last_name":"Preuß"}],"publisher":"Fraunhofer IAO","quality_controlled":"1","date_created":"2023-06-19T08:58:35Z","status":"public","conference":{"end_date":"2023-05-25","location":"Stuttgart","name":"Stuttgarter Symposium für Produktentwicklung SSP 2023","start_date":"2023-05-25"},"_id":"45661","type":"conference","citation":{"ieee":"I. Gräßler and D. Preuß, “Automatisierte Abhängigkeitsanalyse von Anforderungen zur Wirkkettenmodellierung,” in Stuttgarter Symposium für Produktentwicklung SSP 2023, Stuttgart, 2023.","short":"I. Gräßler, D. Preuß, in: K. Hölzle, M. Kreimeyer, D. Roth, T. Maier, O. Riedel (Eds.), Stuttgarter Symposium Für Produktentwicklung SSP 2023, Fraunhofer IAO, Stuttgart, 2023.","bibtex":"@inproceedings{Gräßler_Preuß_2023, place={Stuttgart}, title={Automatisierte Abhängigkeitsanalyse von Anforderungen zur Wirkkettenmodellierung}, booktitle={Stuttgarter Symposium für Produktentwicklung SSP 2023}, publisher={Fraunhofer IAO}, author={Gräßler, Iris and Preuß, Daniel}, editor={Hölzle, Katharina and Kreimeyer, Matthias and Roth, Daniel and Maier, Thomas and Riedel, Oliver}, year={2023} }","mla":"Gräßler, Iris, and Daniel Preuß. “Automatisierte Abhängigkeitsanalyse von Anforderungen Zur Wirkkettenmodellierung.” Stuttgarter Symposium Für Produktentwicklung SSP 2023, edited by Katharina Hölzle et al., Fraunhofer IAO, 2023.","ama":"Gräßler I, Preuß D. Automatisierte Abhängigkeitsanalyse von Anforderungen zur Wirkkettenmodellierung. In: Hölzle K, Kreimeyer M, Roth D, Maier T, Riedel O, eds. Stuttgarter Symposium Für Produktentwicklung SSP 2023. Fraunhofer IAO; 2023.","apa":"Gräßler, I., & Preuß, D. (2023). Automatisierte Abhängigkeitsanalyse von Anforderungen zur Wirkkettenmodellierung. In K. Hölzle, M. Kreimeyer, D. Roth, T. Maier, & O. Riedel (Eds.), Stuttgarter Symposium für Produktentwicklung SSP 2023. Fraunhofer IAO.","chicago":"Gräßler, Iris, and Daniel Preuß. “Automatisierte Abhängigkeitsanalyse von Anforderungen Zur Wirkkettenmodellierung.” In Stuttgarter Symposium Für Produktentwicklung SSP 2023, edited by Katharina Hölzle, Matthias Kreimeyer, Daniel Roth, Thomas Maier, and Oliver Riedel. Stuttgart: Fraunhofer IAO, 2023."},"year":"2023"},{"place":"London","title":"Digital Democracy and the Digital Public Sphere","user_id":"21863","department":[{"_id":"136"}],"publisher":"Routledge","author":[{"full_name":"Fuchs, Christian","first_name":"Christian","last_name":"Fuchs"}],"volume":6,"publication_status":"published","publication_identifier":{"isbn":["9781032362724"],"eisbn":["9781003331087"]},"date_created":"2023-03-12T15:29:28Z","status":"public","date_updated":"2023-08-07T17:40:26Z","_id":"42949","intvolume":" 6","series_title":"Media, Communication and Society","citation":{"mla":"Fuchs, Christian. Digital Democracy and the Digital Public Sphere. Routledge, 2023.","bibtex":"@book{Fuchs_2023, place={London}, series={Media, Communication and Society}, title={Digital Democracy and the Digital Public Sphere}, volume={6}, publisher={Routledge}, author={Fuchs, Christian}, year={2023}, collection={Media, Communication and Society} }","ama":"Fuchs C. Digital Democracy and the Digital Public Sphere. Vol 6. Routledge; 2023.","apa":"Fuchs, C. (2023). Digital Democracy and the Digital Public Sphere (Vol. 6). Routledge.","chicago":"Fuchs, Christian. Digital Democracy and the Digital Public Sphere. Vol. 6. Media, Communication and Society. London: Routledge, 2023.","ieee":"C. Fuchs, Digital Democracy and the Digital Public Sphere, vol. 6. London: Routledge, 2023.","short":"C. Fuchs, Digital Democracy and the Digital Public Sphere, Routledge, London, 2023."},"year":"2023","type":"book","language":[{"iso":"eng"}]},{"date_updated":"2023-08-09T08:58:46Z","_id":"40982","language":[{"iso":"eng"}],"type":"preprint","year":"2023","citation":{"ieee":"M. Nowakowski et al., “Ultrafast two-colour X-ray emission spectroscopy reveals excited state landscape in a base metal dyad,” arxiv. 2023.","short":"M. Nowakowski, M. Huber-Gedert, H. Elgabarty, J. Kubicki, A. Kertem, N. Lindner, D. Khakhulin, F.A. Lima, T.-K. Choi, M. Biednov, N. Piergies, P. Zalden, K. Kubicek, A. Rodriguez-Fernandez, M.A. Salem, T. Kühne, W. Gawelda, M. Bauer, Arxiv (2023).","bibtex":"@article{Nowakowski_Huber-Gedert_Elgabarty_Kubicki_Kertem_Lindner_Khakhulin_Lima_Choi_Biednov_et al._2023, title={Ultrafast two-colour X-ray emission spectroscopy reveals excited state landscape in a base metal dyad}, journal={arxiv}, author={Nowakowski, Michał and Huber-Gedert, Marina and Elgabarty, Hossam and Kubicki, Jacek and Kertem, Ahmet and Lindner, Natalia and Khakhulin, Dimitry and Lima, Frederico Alves and Choi, Tae-Kyu and Biednov, Mykola and et al.}, year={2023} }","mla":"Nowakowski, Michał, et al. “Ultrafast Two-Colour X-Ray Emission Spectroscopy Reveals Excited State Landscape in a Base Metal Dyad.” Arxiv, 2023.","chicago":"Nowakowski, Michał, Marina Huber-Gedert, Hossam Elgabarty, Jacek Kubicki, Ahmet Kertem, Natalia Lindner, Dimitry Khakhulin, et al. “Ultrafast Two-Colour X-Ray Emission Spectroscopy Reveals Excited State Landscape in a Base Metal Dyad.” Arxiv, 2023.","apa":"Nowakowski, M., Huber-Gedert, M., Elgabarty, H., Kubicki, J., Kertem, A., Lindner, N., Khakhulin, D., Lima, F. A., Choi, T.-K., Biednov, M., Piergies, N., Zalden, P., Kubicek, K., Rodriguez-Fernandez, A., Salem, M. A., Kühne, T., Gawelda, W., & Bauer, M. (2023). Ultrafast two-colour X-ray emission spectroscopy reveals excited state landscape in a base metal dyad. In arxiv.","ama":"Nowakowski M, Huber-Gedert M, Elgabarty H, et al. Ultrafast two-colour X-ray emission spectroscopy reveals excited state landscape in a base metal dyad. arxiv. Published online 2023."},"abstract":[{"text":"Effective photoinduced charge transfer makes molecular bimetallic assemblies attractive for applications as active light induced proton reduction systems. For a more sustainable future, development of competitive base metal dyads is mandatory. However, the electron transfer mechanisms from the photosensitizer to the proton reduction catalyst in base metal dyads remain so far unexplored. We study a Fe-Co dyad that exhibits photocatalytic H2 production activity using femtosecond X-ray emission spectroscopy, complemented by ultrafast optical spectroscopy and theoretical time-dependent DFT calculations, to understand the electronic and structural dynamics after photoexcitation and during the subsequent charge transfer process from the FeII photosensitizer to the cobaloxime catalyst. Using this novel approach, the simultaneous measurement of the transient Kalpha X-ray emission at the iron and cobalt K-edges in a two-colour experiment is enabled making it possible to correlate the excited state dynamics to the electron transfer processes. The methodology, therefore, provides a clear and direct spectroscopic evidence of the Fe->Co electron transfer responsible for the proton reduction activity.","lang":"eng"}],"user_id":"48467","title":"Ultrafast two-colour X-ray emission spectroscopy reveals excited state landscape in a base metal dyad","publication":"arxiv","department":[{"_id":"35"},{"_id":"306"}],"author":[{"last_name":"Nowakowski","id":"78878","first_name":"Michał","orcid":"0000-0002-3734-7011","full_name":"Nowakowski, Michał"},{"id":"38352","last_name":"Huber-Gedert","full_name":"Huber-Gedert, Marina","first_name":"Marina"},{"full_name":"Elgabarty, Hossam","orcid":"0000-0002-4945-1481","first_name":"Hossam","id":"60250","last_name":"Elgabarty"},{"first_name":"Jacek","full_name":"Kubicki, Jacek","last_name":"Kubicki"},{"first_name":"Ahmet","full_name":"Kertem, Ahmet","last_name":"Kertem"},{"last_name":"Lindner","full_name":"Lindner, Natalia","first_name":"Natalia"},{"last_name":"Khakhulin","full_name":"Khakhulin, Dimitry","first_name":"Dimitry"},{"last_name":"Lima","first_name":"Frederico Alves","full_name":"Lima, Frederico Alves"},{"last_name":"Choi","first_name":"Tae-Kyu","full_name":"Choi, Tae-Kyu"},{"last_name":"Biednov","first_name":"Mykola","full_name":"Biednov, Mykola"},{"first_name":"Natalia","full_name":"Piergies, Natalia","last_name":"Piergies"},{"last_name":"Zalden","first_name":"Peter","full_name":"Zalden, Peter"},{"full_name":"Kubicek, Katerina","first_name":"Katerina","last_name":"Kubicek"},{"last_name":"Rodriguez-Fernandez","full_name":"Rodriguez-Fernandez, Angel","first_name":"Angel"},{"last_name":"Salem","first_name":"Mohammad Alaraby","full_name":"Salem, Mohammad Alaraby"},{"id":"49079","last_name":"Kühne","full_name":"Kühne, Thomas","first_name":"Thomas"},{"last_name":"Gawelda","first_name":"Wojciech","full_name":"Gawelda, Wojciech"},{"last_name":"Bauer","id":"47241","first_name":"Matthias","orcid":"0000-0002-9294-6076","full_name":"Bauer, Matthias"}],"date_created":"2023-01-30T16:08:46Z","status":"public"},{"date_updated":"2023-08-10T08:34:04Z","oa":"1","doi":"10.1007/978-3-031-38271-0_57","series_title":"Lecture Notes in Computer Science (LNCS)","language":[{"iso":"eng"}],"external_id":{"arxiv":["2302.08232 "]},"related_material":{"link":[{"description":"GitHub","relation":"software","url":"https://github.com/Christian-Offen/LagrangianDensityML"}]},"title":"Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves","department":[{"_id":"636"}],"editor":[{"full_name":"Nielsen, F","first_name":"F","last_name":"Nielsen"},{"last_name":"Barbaresco","first_name":"F","full_name":"Barbaresco, F"}],"publication_identifier":{"eisbn":["978-3-031-38271-0"]},"publication_status":"published","_id":"42163","intvolume":" 14071","conference":{"end_date":"2023-09-01","name":" GSI'23 6th International Conference on Geometric Science of Information","start_date":"2023-08-30","location":"Saint-Malo, Palais du Grand Large, France"},"year":"2023","citation":{"short":"C. Offen, S. Ober-Blöbaum, in: F. Nielsen, F. Barbaresco (Eds.), Geometric Science of Information, Springer, Cham., 2023, pp. 569–579.","ieee":"C. Offen and S. Ober-Blöbaum, “Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves,” in Geometric Science of Information, Saint-Malo, Palais du Grand Large, France, 2023, vol. 14071, pp. 569–579, doi: 10.1007/978-3-031-38271-0_57.","ama":"Offen C, Ober-Blöbaum S. Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves. In: Nielsen F, Barbaresco F, eds. Geometric Science of Information. Vol 14071. Lecture Notes in Computer Science (LNCS). Springer, Cham.; 2023:569-579. doi:10.1007/978-3-031-38271-0_57","apa":"Offen, C., & Ober-Blöbaum, S. (2023). Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves. In F. Nielsen & F. Barbaresco (Eds.), Geometric Science of Information (Vol. 14071, pp. 569–579). Springer, Cham. https://doi.org/10.1007/978-3-031-38271-0_57","chicago":"Offen, Christian, and Sina Ober-Blöbaum. “Learning Discrete Lagrangians for Variational PDEs from Data and Detection of Travelling Waves.” In Geometric Science of Information, edited by F Nielsen and F Barbaresco, 14071:569–79. Lecture Notes in Computer Science (LNCS). Springer, Cham., 2023. https://doi.org/10.1007/978-3-031-38271-0_57.","bibtex":"@inproceedings{Offen_Ober-Blöbaum_2023, series={Lecture Notes in Computer Science (LNCS)}, title={Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves}, volume={14071}, DOI={10.1007/978-3-031-38271-0_57}, booktitle={Geometric Science of Information}, publisher={Springer, Cham.}, author={Offen, Christian and Ober-Blöbaum, Sina}, editor={Nielsen, F and Barbaresco, F}, year={2023}, pages={569–579}, collection={Lecture Notes in Computer Science (LNCS)} }","mla":"Offen, Christian, and Sina Ober-Blöbaum. “Learning Discrete Lagrangians for Variational PDEs from Data and Detection of Travelling Waves.” Geometric Science of Information, edited by F Nielsen and F Barbaresco, vol. 14071, Springer, Cham., 2023, pp. 569–79, doi:10.1007/978-3-031-38271-0_57."},"type":"conference","page":"569-579","abstract":[{"text":"The article shows how to learn models of dynamical systems from data which are governed by an unknown variational PDE. Rather than employing reduction techniques, we learn a discrete field theory governed by a discrete Lagrangian density $L_d$ that is modelled as a neural network. Careful regularisation of the loss function for training $L_d$ is necessary to obtain a field theory that is suitable for numerical computations: we derive a regularisation term which optimises the solvability of the discrete Euler--Lagrange equations. Secondly, we develop a method to find solutions to machine learned discrete field theories which constitute travelling waves of the underlying continuous PDE.","lang":"eng"}],"user_id":"85279","ddc":["510"],"file":[{"title":"Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves","creator":"coffen","file_id":"46273","file_size":1938962,"description":"The article shows how to learn models of dynamical systems\nfrom data which are governed by an unknown variational PDE. Rather\nthan employing reduction techniques, we learn a discrete field theory\ngoverned by a discrete Lagrangian density Ld that is modelled as a neural network. Careful regularisation of the loss function for training Ld is\nnecessary to obtain a field theory that is suitable for numerical computations: we derive a regularisation term which optimises the solvability of\nthe discrete Euler–Lagrange equations. Secondly, we develop a method to\nfind solutions to machine learned discrete field theories which constitute\ntravelling waves of the underlying continuous PDE.","relation":"main_file","date_updated":"2023-08-02T12:04:17Z","content_type":"application/pdf","date_created":"2023-08-02T12:04:17Z","file_name":"LDensityLearning.pdf","access_level":"open_access"}],"publisher":"Springer, Cham.","author":[{"id":"85279","last_name":"Offen","orcid":"0000-0002-5940-8057","full_name":"Offen, Christian","first_name":"Christian"},{"last_name":"Ober-Blöbaum","id":"16494","first_name":"Sina","full_name":"Ober-Blöbaum, Sina"}],"quality_controlled":"1","file_date_updated":"2023-08-02T12:04:17Z","publication":"Geometric Science of Information","keyword":["System identification","discrete Lagrangians","travelling waves"],"status":"public","has_accepted_license":"1","date_created":"2023-02-16T11:32:48Z","volume":14071},{"language":[{"iso":"eng"}],"date_updated":"2023-08-10T08:42:39Z","oa":"1","doi":"10.1016/j.cam.2022.114780","department":[{"_id":"636"}],"publication_status":"epub_ahead","publication_identifier":{"issn":["0377-0427"]},"external_id":{"arxiv":["2112.12619"]},"related_material":{"link":[{"url":"https://github.com/Christian-Offen/LagrangianShadowIntegration","relation":"software"}]},"title":"Variational Learning of Euler–Lagrange Dynamics from Data","type":"journal_article","citation":{"short":"S. Ober-Blöbaum, C. Offen, Journal of Computational and Applied Mathematics 421 (2023) 114780.","ieee":"S. Ober-Blöbaum and C. Offen, “Variational Learning of Euler–Lagrange Dynamics from Data,” Journal of Computational and Applied Mathematics, vol. 421, p. 114780, 2023, doi: 10.1016/j.cam.2022.114780.","ama":"Ober-Blöbaum S, Offen C. Variational Learning of Euler–Lagrange Dynamics from Data. Journal of Computational and Applied Mathematics. 2023;421:114780. doi:10.1016/j.cam.2022.114780","apa":"Ober-Blöbaum, S., & Offen, C. (2023). Variational Learning of Euler–Lagrange Dynamics from Data. Journal of Computational and Applied Mathematics, 421, 114780. https://doi.org/10.1016/j.cam.2022.114780","chicago":"Ober-Blöbaum, Sina, and Christian Offen. “Variational Learning of Euler–Lagrange Dynamics from Data.” Journal of Computational and Applied Mathematics 421 (2023): 114780. https://doi.org/10.1016/j.cam.2022.114780.","bibtex":"@article{Ober-Blöbaum_Offen_2023, title={Variational Learning of Euler–Lagrange Dynamics from Data}, volume={421}, DOI={10.1016/j.cam.2022.114780}, journal={Journal of Computational and Applied Mathematics}, publisher={Elsevier}, author={Ober-Blöbaum, Sina and Offen, Christian}, year={2023}, pages={114780} }","mla":"Ober-Blöbaum, Sina, and Christian Offen. “Variational Learning of Euler–Lagrange Dynamics from Data.” Journal of Computational and Applied Mathematics, vol. 421, Elsevier, 2023, p. 114780, doi:10.1016/j.cam.2022.114780."},"year":"2023","page":"114780","_id":"29240","intvolume":" 421","file":[{"title":"Variational Learning of Euler–Lagrange Dynamics from Data","file_size":3640770,"access_level":"open_access","date_created":"2022-06-28T15:25:50Z","file_name":"ShadowLagrangian_revision1_journal_style_arxiv.pdf","description":"The principle of least action is one of the most fundamental physical principle. It says that among all possible motions\nconnecting two points in a phase space, the system will exhibit those motions which extremise an action functional.\nMany qualitative features of dynamical systems, such as the presence of conservation laws and energy balance equa-\ntions, are related to the existence of an action functional. Incorporating variational structure into learning algorithms\nfor dynamical systems is, therefore, crucial in order to make sure that the learned model shares important features\nwith the exact physical system. In this paper we show how to incorporate variational principles into trajectory predic-\ntions of learned dynamical systems. The novelty of this work is that (1) our technique relies only on discrete position\ndata of observed trajectories. Velocities or conjugate momenta do not need to be observed or approximated and no\nprior knowledge about the form of the variational principle is assumed. Instead, they are recovered using backward\nerror analysis. (2) Moreover, our technique compensates discretisation errors when trajectories are computed from the\nlearned system. This is important when moderate to large step-sizes are used and high accuracy is required. For this,\nwe introduce and rigorously analyse the concept of inverse modified Lagrangians by developing an inverse version of\nvariational backward error analysis. (3) Finally, we introduce a method to perform system identification from position\nobservations only, based on variational backward error analysis.","relation":"main_file","content_type":"application/pdf","date_updated":"2022-06-28T15:25:50Z","file_id":"32274","creator":"coffen"}],"publisher":"Elsevier","author":[{"last_name":"Ober-Blöbaum","id":"16494","first_name":"Sina","full_name":"Ober-Blöbaum, Sina"},{"full_name":"Offen, Christian","orcid":"0000-0002-5940-8057","first_name":"Christian","id":"85279","last_name":"Offen"}],"quality_controlled":"1","file_date_updated":"2022-06-28T15:25:50Z","keyword":["Lagrangian learning","variational backward error analysis","modified Lagrangian","variational integrators","physics informed learning"],"publication":"Journal of Computational and Applied Mathematics","has_accepted_license":"1","status":"public","date_created":"2022-01-11T13:24:00Z","volume":421,"article_type":"original","abstract":[{"text":"The principle of least action is one of the most fundamental physical principle. It says that among all possible motions connecting two points in a phase space, the system will exhibit those motions which extremise an action functional. Many qualitative features of dynamical systems, such as the presence of conservation laws and energy balance equations, are related to the existence of an action functional. Incorporating variational structure into learning algorithms for dynamical systems is, therefore, crucial in order to make sure that the learned model shares important features with the exact physical system. In this paper we show how to incorporate variational principles into trajectory predictions of learned dynamical systems. The novelty of this work is that (1) our technique relies only on discrete position data of observed trajectories. Velocities or conjugate momenta do not need to be observed or approximated and no prior knowledge about the form of the variational principle is assumed. Instead, they are recovered using backward error analysis. (2) Moreover, our technique compensates discretisation errors when trajectories are computed from the learned system. This is important when moderate to large step-sizes are used and high accuracy is required. For this,\r\nwe introduce and rigorously analyse the concept of inverse modified Lagrangians by developing an inverse version of variational backward error analysis. (3) Finally, we introduce a method to perform system identification from position observations only, based on variational backward error analysis.","lang":"eng"}],"user_id":"85279","ddc":["510"]},{"department":[{"_id":"636"}],"publication_status":"published","external_id":{"arxiv":["2201.03911"]},"related_material":{"link":[{"url":"https://github.com/Christian-Offen/BEAConjugateSymplectic","relation":"software"}]},"title":"Backward error analysis for conjugate symplectic methods","language":[{"iso":"eng"}],"date_updated":"2023-08-10T08:40:30Z","oa":"1","doi":"10.3934/jgm.2023005","file":[{"description":"The numerical solution of an ordinary differential equation can be interpreted as the exact solution of a nearby modified equation. Investigating the behaviour of numerical solutions by analysing the modified equation is known as backward error analysis. If the original and modified equation share structural properties, then the exact and approximate solution share geometric features such as the existence of conserved quantities. Conjugate symplectic methods preserve a modified symplectic form and a modified Hamiltonian when applied to a Hamiltonian system. We show how a blended version of variational and symplectic techniques can be used to compute modified symplectic and Hamiltonian structures. In contrast to other approaches, our backward error analysis method does not rely on an ansatz but computes the structures systematically, provided that a variational formulation of the method is known. The technique is illustrated on the example of symmetric linear multistep methods with matrix coefficients.","relation":"main_file","date_updated":"2022-08-12T16:48:59Z","content_type":"application/pdf","file_id":"32801","creator":"coffen","title":"Backward error analysis for conjugate symplectic methods","file_size":827030,"access_level":"open_access","date_created":"2022-08-12T16:48:59Z","file_name":"BEA_MultiStep_Matrix.pdf"}],"keyword":["variational integrators","backward error analysis","Euler--Lagrange equations","multistep methods","conjugate symplectic methods"],"publication":"Journal of Geometric Mechanics","file_date_updated":"2022-08-12T16:48:59Z","quality_controlled":"1","publisher":"AIMS Press","author":[{"first_name":"Robert","full_name":"McLachlan, Robert","last_name":"McLachlan"},{"orcid":"0000-0002-5940-8057","full_name":"Offen, Christian","first_name":"Christian","id":"85279","last_name":"Offen"}],"date_created":"2022-01-11T12:48:39Z","has_accepted_license":"1","status":"public","volume":15,"abstract":[{"lang":"eng","text":"The numerical solution of an ordinary differential equation can be interpreted as the exact solution of a nearby modified equation. Investigating the behaviour of numerical solutions by analysing the modified equation is known as backward error analysis. If the original and modified equation share structural properties, then the exact and approximate solution share geometric features such as the existence of conserved quantities. Conjugate symplectic methods preserve a modified symplectic form and a modified Hamiltonian when applied to a Hamiltonian system. We show how a blended version of variational and symplectic techniques can be used to compute modified symplectic and Hamiltonian structures. In contrast to other approaches, our backward error analysis method does not rely on an ansatz but computes the structures systematically, provided that a variational formulation of the method is known. The technique is illustrated on the example of symmetric linear multistep methods with matrix coefficients."}],"article_type":"original","user_id":"85279","ddc":["510"],"page":"98-115","year":"2023","citation":{"chicago":"McLachlan, Robert, and Christian Offen. “Backward Error Analysis for Conjugate Symplectic Methods.” Journal of Geometric Mechanics 15, no. 1 (2023): 98–115. https://doi.org/10.3934/jgm.2023005.","ama":"McLachlan R, Offen C. Backward error analysis for conjugate symplectic methods. Journal of Geometric Mechanics. 2023;15(1):98-115. doi:10.3934/jgm.2023005","apa":"McLachlan, R., & Offen, C. (2023). Backward error analysis for conjugate symplectic methods. Journal of Geometric Mechanics, 15(1), 98–115. https://doi.org/10.3934/jgm.2023005","bibtex":"@article{McLachlan_Offen_2023, title={Backward error analysis for conjugate symplectic methods}, volume={15}, DOI={10.3934/jgm.2023005}, number={1}, journal={Journal of Geometric Mechanics}, publisher={AIMS Press}, author={McLachlan, Robert and Offen, Christian}, year={2023}, pages={98–115} }","mla":"McLachlan, Robert, and Christian Offen. “Backward Error Analysis for Conjugate Symplectic Methods.” Journal of Geometric Mechanics, vol. 15, no. 1, AIMS Press, 2023, pp. 98–115, doi:10.3934/jgm.2023005.","short":"R. McLachlan, C. Offen, Journal of Geometric Mechanics 15 (2023) 98–115.","ieee":"R. McLachlan and C. Offen, “Backward error analysis for conjugate symplectic methods,” Journal of Geometric Mechanics, vol. 15, no. 1, pp. 98–115, 2023, doi: 10.3934/jgm.2023005."},"type":"journal_article","_id":"29236","intvolume":" 15","issue":"1"},{"status":"public","has_accepted_license":"1","date_created":"2023-01-20T09:10:06Z","volume":33,"file":[{"date_updated":"2023-04-26T16:20:56Z","content_type":"application/pdf","relation":"main_file","description":"Incorporating physical system knowledge into data-driven\nsystem identification has been shown to be beneficial. The\napproach presented in this article combines learning of an\nenergy-conserving model from data with detecting a Lie\ngroup representation of the unknown system symmetry.\nThe proposed approach can improve the learned model\nand reveal underlying symmetry simultaneously.","creator":"coffen","file_id":"44205","file_size":5200111,"title":"Hamiltonian Neural Networks with Automatic Symmetry Detection","access_level":"open_access","date_created":"2023-04-26T16:20:56Z","file_name":"JournalPaper_main.pdf"}],"author":[{"first_name":"Eva","full_name":"Dierkes, Eva","last_name":"Dierkes"},{"id":"85279","last_name":"Offen","full_name":"Offen, Christian","orcid":"0000-0002-5940-8057","first_name":"Christian"},{"full_name":"Ober-Blöbaum, Sina","first_name":"Sina","id":"16494","last_name":"Ober-Blöbaum"},{"first_name":"Kathrin","full_name":"Flaßkamp, Kathrin","last_name":"Flaßkamp"}],"publisher":"AIP Publishing","file_date_updated":"2023-04-26T16:20:56Z","publication":"Chaos","user_id":"85279","ddc":["510"],"article_type":"original","abstract":[{"text":"Recently, Hamiltonian neural networks (HNN) have been introduced to incorporate prior physical knowledge when\r\nlearning the dynamical equations of Hamiltonian systems. Hereby, the symplectic system structure is preserved despite\r\nthe data-driven modeling approach. However, preserving symmetries requires additional attention. In this research, we\r\nenhance the HNN with a Lie algebra framework to detect and embed symmetries in the neural network. This approach\r\nallows to simultaneously learn the symmetry group action and the total energy of the system. As illustrating examples,\r\na pendulum on a cart and a two-body problem from astrodynamics are considered.","lang":"eng"}],"year":"2023","type":"journal_article","citation":{"ieee":"E. Dierkes, C. Offen, S. Ober-Blöbaum, and K. Flaßkamp, “Hamiltonian Neural Networks with Automatic Symmetry Detection,” Chaos, vol. 33, no. 6, Art. no. 063115, 2023, doi: 10.1063/5.0142969.","short":"E. Dierkes, C. Offen, S. Ober-Blöbaum, K. Flaßkamp, Chaos 33 (2023).","mla":"Dierkes, Eva, et al. “Hamiltonian Neural Networks with Automatic Symmetry Detection.” Chaos, vol. 33, no. 6, 063115, AIP Publishing, 2023, doi:10.1063/5.0142969.","bibtex":"@article{Dierkes_Offen_Ober-Blöbaum_Flaßkamp_2023, title={Hamiltonian Neural Networks with Automatic Symmetry Detection}, volume={33}, DOI={10.1063/5.0142969}, number={6063115}, journal={Chaos}, publisher={AIP Publishing}, author={Dierkes, Eva and Offen, Christian and Ober-Blöbaum, Sina and Flaßkamp, Kathrin}, year={2023} }","chicago":"Dierkes, Eva, Christian Offen, Sina Ober-Blöbaum, and Kathrin Flaßkamp. “Hamiltonian Neural Networks with Automatic Symmetry Detection.” Chaos 33, no. 6 (2023). https://doi.org/10.1063/5.0142969.","ama":"Dierkes E, Offen C, Ober-Blöbaum S, Flaßkamp K. Hamiltonian Neural Networks with Automatic Symmetry Detection. Chaos. 2023;33(6). doi:10.1063/5.0142969","apa":"Dierkes, E., Offen, C., Ober-Blöbaum, S., & Flaßkamp, K. (2023). Hamiltonian Neural Networks with Automatic Symmetry Detection. Chaos, 33(6), Article 063115. https://doi.org/10.1063/5.0142969"},"issue":"6","article_number":"063115","_id":"37654","intvolume":" 33","publication_identifier":{"issn":["1054-1500"]},"publication_status":"published","department":[{"_id":"636"}],"related_material":{"link":[{"url":"https://github.com/eva-dierkes/HNN_withSymmetries","description":"GitHub","relation":"software"}]},"title":"Hamiltonian Neural Networks with Automatic Symmetry Detection","external_id":{"arxiv":["2301.07928"]},"language":[{"iso":"eng"}],"oa":"1","doi":"10.1063/5.0142969","date_updated":"2023-08-10T08:37:01Z"},{"date_updated":"2023-08-10T09:16:44Z","_id":"46473","citation":{"apa":"Dehmel, L. (2023). 6.3.2 Medienpädagogische Professionalisierung in der beruflichen Weiterbildung. Eine Studie aus Perspektive der biografischen Medienforschung. Steckbrief zur Dissertation. In M. Kondratjuk (Ed.), Grundlagen der Erwachsenen- und Weiterbildungsforschung (pp. 125–127). utb.","ama":"Dehmel L. 6.3.2 Medienpädagogische Professionalisierung in der beruflichen Weiterbildung. Eine Studie aus Perspektive der biografischen Medienforschung. Steckbrief zur Dissertation. In: Kondratjuk M, ed. Grundlagen Der Erwachsenen- Und Weiterbildungsforschung. utb; 2023:125-127.","chicago":"Dehmel, Lukas. “6.3.2 Medienpädagogische Professionalisierung in Der Beruflichen Weiterbildung. Eine Studie Aus Perspektive Der Biografischen Medienforschung. Steckbrief Zur Dissertation.” In Grundlagen Der Erwachsenen- Und Weiterbildungsforschung, edited by Maria Kondratjuk, 125–27. Bielefeld: utb, 2023.","bibtex":"@inbook{Dehmel_2023, place={Bielefeld}, title={6.3.2 Medienpädagogische Professionalisierung in der beruflichen Weiterbildung. Eine Studie aus Perspektive der biografischen Medienforschung. Steckbrief zur Dissertation.}, booktitle={Grundlagen der Erwachsenen- und Weiterbildungsforschung}, publisher={utb}, author={Dehmel, Lukas}, editor={Kondratjuk, Maria}, year={2023}, pages={125–127} }","mla":"Dehmel, Lukas. “6.3.2 Medienpädagogische Professionalisierung in Der Beruflichen Weiterbildung. Eine Studie Aus Perspektive Der Biografischen Medienforschung. Steckbrief Zur Dissertation.” Grundlagen Der Erwachsenen- Und Weiterbildungsforschung, edited by Maria Kondratjuk, utb, 2023, pp. 125–27.","short":"L. Dehmel, in: M. Kondratjuk (Ed.), Grundlagen Der Erwachsenen- Und Weiterbildungsforschung, utb, Bielefeld, 2023, pp. 125–127.","ieee":"L. Dehmel, “6.3.2 Medienpädagogische Professionalisierung in der beruflichen Weiterbildung. Eine Studie aus Perspektive der biografischen Medienforschung. Steckbrief zur Dissertation.,” in Grundlagen der Erwachsenen- und Weiterbildungsforschung, M. Kondratjuk, Ed. Bielefeld: utb, 2023, pp. 125–127."},"type":"book_chapter","year":"2023","page":"125-127","language":[{"iso":"eng"}],"place":"Bielefeld","title":"6.3.2 Medienpädagogische Professionalisierung in der beruflichen Weiterbildung. Eine Studie aus Perspektive der biografischen Medienforschung. Steckbrief zur Dissertation.","user_id":"72044","publisher":"utb","author":[{"id":"72044","last_name":"Dehmel","full_name":"Dehmel, Lukas","first_name":"Lukas"}],"publication":"Grundlagen der Erwachsenen- und Weiterbildungsforschung","editor":[{"full_name":"Kondratjuk, Maria","first_name":"Maria","last_name":"Kondratjuk"}],"status":"public","date_created":"2023-08-10T09:15:49Z"},{"author":[{"last_name":"Unterstell","first_name":"Rembert","full_name":"Unterstell, Rembert"}],"publication":"german research – Magazine of the Deutsche Forschungsgemeinschaft","department":[{"_id":"187"}],"publication_status":"published","status":"public","date_created":"2023-08-10T09:01:24Z","title":"„Allowing the Economy to Breathe Even During the Crisis“ – Interview with Tax Expert Caren Sureth-Sloane","user_id":"68544","main_file_link":[{"url":"https://www.dfg.de/download/pdf/dfg_im_profil/geschaeftsstelle/publikationen/forschung_magazin/2023/german_research_2023_01.pdf"}],"citation":{"short":"R. Unterstell, German Research – Magazine of the Deutsche Forschungsgemeinschaft (2023) 8–11.","ieee":"R. Unterstell, “„Allowing the Economy to Breathe Even During the Crisis“ – Interview with Tax Expert Caren Sureth-Sloane,” german research – Magazine of the Deutsche Forschungsgemeinschaft, no. 1, pp. 8–11, 2023.","ama":"Unterstell R. „Allowing the Economy to Breathe Even During the Crisis“ – Interview with Tax Expert Caren Sureth-Sloane. german research – Magazine of the Deutsche Forschungsgemeinschaft. 2023;(1):8-11.","apa":"Unterstell, R. (2023). „Allowing the Economy to Breathe Even During the Crisis“ – Interview with Tax Expert Caren Sureth-Sloane. German Research – Magazine of the Deutsche Forschungsgemeinschaft, 1, 8–11.","chicago":"Unterstell, Rembert. “„Allowing the Economy to Breathe Even During the Crisis“ – Interview with Tax Expert Caren Sureth-Sloane.” German Research – Magazine of the Deutsche Forschungsgemeinschaft, no. 1 (2023): 8–11.","bibtex":"@article{Unterstell_2023, title={„Allowing the Economy to Breathe Even During the Crisis“ – Interview with Tax Expert Caren Sureth-Sloane}, number={1}, journal={german research – Magazine of the Deutsche Forschungsgemeinschaft}, author={Unterstell, Rembert}, year={2023}, pages={8–11} }","mla":"Unterstell, Rembert. “„Allowing the Economy to Breathe Even During the Crisis“ – Interview with Tax Expert Caren Sureth-Sloane.” German Research – Magazine of the Deutsche Forschungsgemeinschaft, no. 1, 2023, pp. 8–11."},"type":"journal_article","year":"2023","page":"8-11","language":[{"iso":"eng"}],"date_updated":"2023-08-10T09:01:30Z","_id":"46471","issue":"1"}]