[{"publication":"43rd European Photovoltaic Solar Energy Conference and Exhibition - Proceedings of the International Conference","place":"München","user_id":"220548","author":[{"full_name":"Wambach, Karsten","first_name":"Karsten","last_name":"Wambach"},{"last_name":"Reiling","first_name":"Tom","full_name":"Reiling, Tom"},{"first_name":"Malte","last_name":"Fislake","full_name":"Fislake, Malte"},{"full_name":"Kopecek, Radovan","first_name":"Radovan","last_name":"Kopecek"},{"full_name":"Harney, Rudolf","first_name":"Rudolf","last_name":"Harney"},{"full_name":"Wesenberg, Malte","first_name":"Malte","id":"243116","last_name":"Wesenberg"},{"full_name":"Schnatmann, Anna Katharina","first_name":"Anna Katharina","id":"233154","last_name":"Schnatmann"}],"title":"Formerly Recycled Pellworm Island Modules: A 3rd Life Opportunity","department":[{"_id":"103"}],"publication_status":"published","type":"conference","main_file_link":[{"url":"https://userarea.eupvsec.org/proceedings/EU-PVSEC-2026/5dv.2.37","open_access":"1"}],"date_created":"2026-10-30T10:02:18Z","language":[{"iso":"eng"}],"article_number":"020445","_id":"7255","publication_identifier":{"isbn":["3-936338-94-9"]},"conference":{"start_date":"2026-09-14","location":"Rotterdam, Niederlande","end_date":"2026-09-18","name":"43rd European Photovoltaic Solar Energy Conference and Exhibition"},"status":"public","project":[{"_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7","name":"Institut für Technische Energie-Systeme"}],"doi":"10.4229/EUPVSEC2026/5DV.2.37","date_updated":"2026-11-04T06:56:37Z","corporate_editor":["WIP Renewable Energies"],"year":"2026","oa":"1","publisher":"WIP Renewable Energies"},{"_id":"7256","article_number":"020102","publication_identifier":{"isbn":["3-936338-94-9"]},"conference":{"name":"43rd European Photovoltaic Solar Energy Conference and Exhibition","location":"Rotterdam, Niederlande","start_date":"2026-09-14","end_date":"2026-09-18"},"project":[{"name":"Institut für Technische Energie-Systeme","_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7"}],"doi":"10.4229/EUPVSEC2026/3AV.1.26","status":"public","corporate_editor":["WIP Renewable Energies"],"date_updated":"2026-11-04T06:51:03Z","publisher":"WIP Renewable Energies","oa":"1","year":"2026","place":"München","publication":"43rd European Photovoltaic Solar Energy Conference and Exhibition - Proceedings of the International Conference","author":[{"full_name":"Pfeiffer, Oliver","first_name":"Oliver","last_name":"Pfeiffer"},{"last_name":"Schnatmann","id":"233154","first_name":"Anna Katharina","full_name":"Schnatmann, Anna Katharina"},{"full_name":"Carrasco, Francisco Antonio","last_name":"Carrasco","first_name":"Francisco Antonio"},{"last_name":"Spreng","first_name":"Thomas David","full_name":"Spreng, Thomas David"},{"id":"72528","first_name":"Eva","last_name":"Schwenzfeier-Hellkamp","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/231721577","full_name":"Schwenzfeier-Hellkamp, Eva","orcid":"0000-0002-3020-1343"},{"last_name":"Meilinger","first_name":"Stefanie","full_name":"Meilinger, Stefanie"},{"first_name":"Johanna","last_name":"May","full_name":"May, Johanna"},{"first_name":"Ulf","last_name":"Blieske","full_name":"Blieske, Ulf"}],"department":[{"_id":"103"}],"title":"Applying Established Repairability Scoring Methods to PV Junction Boxes: A Comparative Case Study of a Novel and Two Commercial Designs","user_id":"220548","type":"conference","publication_status":"published","language":[{"iso":"eng"}],"date_created":"2026-10-30T10:23:29Z","main_file_link":[{"open_access":"1","url":"https://userarea.eupvsec.org/proceedings/EU-PVSEC-2026/3AV.1.26/"}]},{"file_date_updated":"2026-10-31T13:55:33Z","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"publication_status":"published","title":"Robust solution of inverse static problems in Modelica: the case for the initialSimplified() operator","series_title":"Linköping Electronic Conference Proceedings","language":[{"iso":"eng"}],"abstract":[{"text":"Solving inverse static initialization problems, in which the outputs of a process are prescribed, is often more numerically challenging than solving direct initialization problem, where inputs are fixed instead. This paper proposes the introduction of a new initialSimplified() operator in Modelica, which allows to solve inverse problems with the same reliability as direct problems, using an intuitive, straightforward Modelica formulation. The proposed solution can be trivially implemented in Modelica tools and will be 100% portable among them, once the new operator is standardized. The usefulness of the proposed approach is demonstrated on a conceptual thermal power generation plant model.","lang":"eng"}],"file":[{"file_id":"7258","date_updated":"2026-10-31T13:55:33Z","creator":"phannebohm","date_created":"2026-10-31T13:55:33Z","file_name":"AMFC2026_paper_T1S2P1.pdf","file_size":413909,"relation":"main_file","content_type":"application/pdf","access_level":"open_access","success":1}],"_id":"7257","conference":{"name":"Asian Modelica & FMI Conference","location":"Hangzhou, China","start_date":"2026-09-20","end_date":"2026-09-22"},"publication_identifier":{"eisbn":["978-91-8118-699-4"]},"has_accepted_license":"1","doi":"10.3384/ecp22331","publisher":"Linköping University Electronic Press","year":"2026","oa":"1","volume":223,"date_updated":"2026-11-04T06:45:43Z","publication":"Proceedings of the Asian Modelica & FMI Conference Hangzhou, China, September 20-22, 2026","type":"conference","user_id":"220548","author":[{"full_name":"Casella, Francesco","first_name":"Francesco","last_name":"Casella"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-8902-9079/work/231825701","full_name":"Hannebohm, Philip","first_name":"Philip","id":"221456","last_name":"Hannebohm","orcid":"0009-0003-8902-9079"},{"last_name":"De Pascali","first_name":"Matteo Luigi ","full_name":"De Pascali, Matteo Luigi "}],"department":[{"_id":"103"}],"date_created":"2026-10-31T14:00:35Z","main_file_link":[{"open_access":"1","url":"https://ecp.ep.liu.se/index.php/modelica/article/view/1653"}],"quality_controlled":"1","keyword":["Modelica language","initialization","homotopy","convergence problems"],"intvolume":"       223","urn":"urn:nbn:de:hbz:bi10-72570","page":" 31-38 ","status":"public","editor":[{"full_name":"Sjölund , Martin ","last_name":"Sjölund ","first_name":"Martin "},{"full_name":"Zimmer , Dirk ","first_name":"Dirk ","last_name":"Zimmer "}]},{"date_updated":"2026-10-14T06:05:37Z","oa":"1","year":"2026","status":"public","page":"40","has_accepted_license":"1","urn":"urn:nbn:de:hbz:bi10-70445","_id":"7044","keyword":["Circular Economy","Kreislaufwirtschaft","Circular Skills","Qualifizierung","Kompetenzentwicklung","Hochschullehre","Nachhaltige Produktentwicklung","Zirkuläre Wertschöpfung","Weiterbildung","Wissenstransfer","Lehr-Lern-Formate","Nachhaltigkeit"],"file":[{"access_level":"open_access","success":1,"relation":"main_file","content_type":"application/pdf","file_name":"Circular_Skills_Guide_07-2026.pdf","file_size":619132,"creator":"ldiel","date_created":"2026-07-08T08:17:43Z","file_id":"7045","date_updated":"2026-07-08T08:17:43Z"}],"abstract":[{"text":"Der Circular Skills Guide unterstützt die praxisnahe Vermittlung von Kompetenzen im Bereich Circular Economy. Er bündelt erprobte Qualifizierungsformate und stellt diese als übertragbare Orientierungshilfen und praktische Blaupausen für unterschiedliche Bildungs- und Anwendungskontexte bereit. Anhand konkreter Beispiele werden Lernformate, Methoden und Werkzeuge vorgestellt, die den Aufbau von Circular-Economy-Kompetenzen fördern und flexibel an verschiedene Zielgruppen und Rahmenbedingungen angepasst werden können.\r\nDie Publikation richtet sich an Multiplikator:innen, Unternehmen, Bildungseinrichtungen, Kammern sowie weitere Organisationen, die Qualifizierungsangebote im Bereich Circular Economy gestalten, auswählen oder weiterentwickeln möchten. Sie unterstützt die Entwicklung praxisnaher Bildungsangebote in Schule, Hochschule, beruflicher Bildung und Weiterbildung.\r\nAlle beschriebenen Qualifizierungsformate folgen einem einheitlichen Aufbau. Neben Zielgruppen, Lernzielen sowie geeigneten Methoden und Werkzeugen enthält der Guide Hinweise zur Übertragbarkeit der Formate, Empfehlungen für deren Umsetzung sowie eine grobe Zeitplanung. Dadurch bietet die Publikation eine praxisorientierte Grundlage für die Konzeption und Durchführung von Qualifizierungsmaßnahmen im Kontext der Circular Economy.\r\n","lang":"eng"}],"main_file_link":[{"url":"https://www.cirqualityowl.de/wp-content/uploads/2026/07/Circular_Skills_Guide_07-2026.pdf","open_access":"1"}],"date_created":"2026-07-08T08:25:29Z","language":[{"iso":"ger"}],"user_id":"263827","title":"Circular Skills Guide","department":[{"_id":"103"}],"author":[{"orcid":"0009-0003-1457-6377","last_name":"Diel","first_name":"Leon","id":"235442","full_name":"Diel, Leon","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-1457-6377/work/220015641"},{"first_name":"Friederike","last_name":"David","full_name":"David, Friederike"},{"full_name":"Kleinhans, Sarah","first_name":"Sarah","last_name":"Kleinhans"},{"full_name":"Kolkmann, Beate","first_name":"Beate","last_name":"Kolkmann"},{"first_name":"Rolf Olaf","last_name":"Meyer","full_name":"Meyer, Rolf Olaf"},{"full_name":"Penner, Anna","last_name":"Penner","first_name":"Anna"},{"full_name":"Remberg, Joy","last_name":"Remberg","id":"250953","first_name":"Joy"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-2481-7141/work/220009761","full_name":"Schoden, Fabian","last_name":"Schoden","first_name":"Fabian","id":"210954","orcid":"0000-0002-2481-7141"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-2476-5905/work/229916130","full_name":"Schmidt, Kerstin","id":"249566","first_name":"Kerstin","last_name":"Schmidt","orcid":"0009-0003-2476-5905"},{"orcid":"0000-0002-3020-1343","full_name":"Schwenzfeier-Hellkamp, Eva","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/220009762","last_name":"Schwenzfeier-Hellkamp","first_name":"Eva","id":"72528"}],"file_date_updated":"2026-07-08T08:17:43Z","publication_status":"published","type":"book","citation":{"alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Diel, Leon</span> ; <span style=\"font-variant:small-caps;\">David, Friederike</span> ; <span style=\"font-variant:small-caps;\">Kleinhans, Sarah</span> ; <span style=\"font-variant:small-caps;\">Kolkmann, Beate</span> ; <span style=\"font-variant:small-caps;\">Meyer, Rolf Olaf</span> ; <span style=\"font-variant:small-caps;\">Penner, Anna</span> ; <span style=\"font-variant:small-caps;\">Remberg, Joy</span> ; <span style=\"font-variant:small-caps;\">Schoden, Fabian</span> ; u. a.</span>: <i>Circular Skills Guide</i>. Bielefeld, 2026","chicago":"Diel, Leon, Friederike David, Sarah Kleinhans, Beate Kolkmann, Rolf Olaf Meyer, Anna Penner, Joy Remberg, Fabian Schoden, Kerstin Schmidt, and Eva Schwenzfeier-Hellkamp. <i>Circular Skills Guide</i>. Bielefeld, 2026.","short":"L. Diel, F. David, S. Kleinhans, B. Kolkmann, R.O. Meyer, A. Penner, J. Remberg, F. Schoden, K. Schmidt, E. Schwenzfeier-Hellkamp, Circular Skills Guide, Bielefeld, 2026.","bibtex":"@book{Diel_David_Kleinhans_Kolkmann_Meyer_Penner_Remberg_Schoden_Schmidt_Schwenzfeier-Hellkamp_2026, place={Bielefeld}, title={Circular Skills Guide}, author={Diel, Leon and David, Friederike and Kleinhans, Sarah and Kolkmann, Beate and Meyer, Rolf Olaf and Penner, Anna and Remberg, Joy and Schoden, Fabian and Schmidt, Kerstin and Schwenzfeier-Hellkamp, Eva}, year={2026} }","ieee":"L. Diel <i>et al.</i>, <i>Circular Skills Guide</i>. Bielefeld, 2026.","apa":"Diel, L., David, F., Kleinhans, S., Kolkmann, B., Meyer, R. O., Penner, A., … Schwenzfeier-Hellkamp, E. (2026). <i>Circular Skills Guide</i>. Bielefeld.","mla":"Diel, Leon, et al. <i>Circular Skills Guide</i>. 2026.","ama":"Diel L, David F, Kleinhans S, et al. <i>Circular Skills Guide</i>. Bielefeld; 2026."},"place":"Bielefeld"},{"language":[{"iso":"eng"}],"date_created":"2026-09-22T08:50:49Z","keyword":["Atomistic simulation","EBSD","Mesh generation","Finite element methods","Image processing","Digital-twin","Multiscale modeling","IR","XRD","TEM","Virtual characterization"],"related_material":{"link":[{"relation":"confirmation","url":"https://github.com/Vahid-jb/MultiBEST---Multiscale-Multiphase-Bridging-Experiment-and-Simulation-Toolkit","description":"MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit"}]},"research_group":[{"_id":"af778127-b366-11ed-bde2-daed2b8eafee","name":"Bielefelder Institut für Angewandte Materialforschung (BIfAM)"}],"citation":{"mla":"Jamebozorgi, Vahid, et al. <i>Bridging Experiment and Simulation across Scales</i>. 2026.","ama":"Jamebozorgi V, Quisbrok R, Nasari A, Schröder C. Bridging experiment and simulation across scales. In: ; 2026.","apa":"Jamebozorgi, V., Quisbrok, R., Nasari, A., &#38; Schröder, C. (2026). Bridging experiment and simulation across scales. Presented at the 8th Materials Chain International Conference, Bochum.","bibtex":"@inproceedings{Jamebozorgi_Quisbrok_Nasari_Schröder_2026, title={Bridging experiment and simulation across scales}, author={Jamebozorgi, Vahid and Quisbrok, Robin and Nasari, Amirbahador and Schröder, Christian}, year={2026} }","ieee":"V. Jamebozorgi, R. Quisbrok, A. Nasari, and C. Schröder, “Bridging experiment and simulation across scales,” presented at the 8th Materials Chain International Conference, Bochum, 2026.","short":"V. Jamebozorgi, R. Quisbrok, A. Nasari, C. Schröder, in: 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Jamebozorgi, Vahid</span> ; <span style=\"font-variant:small-caps;\">Quisbrok, Robin</span> ; <span style=\"font-variant:small-caps;\">Nasari, Amirbahador</span> ; <span style=\"font-variant:small-caps;\">Schröder, Christian</span>: Bridging experiment and simulation across scales. In: , 2026","chicago":"Jamebozorgi, Vahid, Robin Quisbrok, Amirbahador Nasari, and Christian Schröder. “Bridging Experiment and Simulation across Scales,” 2026."},"type":"conference_abstract","author":[{"full_name":"Jamebozorgi, Vahid","first_name":"Vahid","id":"242086","last_name":"Jamebozorgi","orcid":"0009-0005-5700-3549"},{"full_name":"Quisbrok, Robin","first_name":"Robin","last_name":"Quisbrok"},{"last_name":"Nasari","first_name":"Amirbahador","full_name":"Nasari, Amirbahador"},{"first_name":"Christian","id":"35809","last_name":"Schröder","full_name":"Schröder, Christian","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-6391-6548/work/228736531","orcid":"0000-0002-6391-6548"}],"user_id":"261203","department":[{"_id":"103"}],"title":"Bridging experiment and simulation across scales","project":[{"name":"Bielefelder Institut für Angewandte Materialforschung","_id":"f89a05bb-bcea-11ed-9442-ed382659bc06"}],"status":"public","year":"2026","date_updated":"2026-10-05T07:57:55Z","_id":"7176","conference":{"name":"8th Materials Chain International Conference","end_date":"2026-09-17","start_date":"2026-09-17","location":"Bochum"}},{"publisher":"Hochschule Bielefeld","oa":"1","year":"2026","date_updated":"2026-09-29T09:33:30Z","has_accepted_license":"1","status":"public","_id":"7135","urn":"urn:nbn:de:hbz:bi10-71353","file":[{"date_updated":"2026-09-03T06:56:57Z","file_id":"7136","creator":"ldiel","date_created":"2026-09-03T06:56:57Z","file_name":"2026_09_02_Roadmap.pdf","file_size":6641189,"content_type":"application/pdf","relation":"main_file","success":1,"access_level":"open_access"}],"keyword":["Circular Economy","Qualifizierung","Weiterbildung","Roadmap","Orientierung"],"language":[{"iso":"eng"}],"date_created":"2026-09-03T06:58:58Z","abstract":[{"lang":"eng","text":"Die Transformation hin zu einer Circular Economy erfordert nicht nur neue Technologien und Geschäftsmodelle, sondern vor allem neues Wissen und praxisnahes Know-how. Unternehmen, Organisationen und Einzelpersonen stehen vor der Herausforderung, eigene Kompetenzen systematisch aufzubauen und diese an ihre individuellen Bedarfe anzupassen, vom ersten Einstieg bis hin zur strategischen Umsetzung. \r\nDie Qualifizierungsroadmap ist nicht nur ein reiner Lernpfad, sondern fungiert als praxisorientierter Leitfaden für Unternehmen, Organisationen und Einzelpersonen, die sich aktiv mit konkreten Themen, Handlungsfeldern und Umsetzungsmöglichkeiten im Bereich Circular Economy auseinandersetzen möchten.\r\nDarüber hinaus gibt die Roadmap Auskunft über vorhandene Qualifizierungsangebote und bietet Orientierung für einen sinnvollen und individuellen Aufbau sowie die flexible Kombination von Lerninhalten – abgestimmt auf die eigene Zielsetzung, das verfügbare Zeitbudget und den gewünschten Praxisbezug."}],"type":"working_paper","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"file_date_updated":"2026-09-03T06:56:57Z","title":"Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy","user_id":"263827","author":[{"orcid":"0009-0003-1457-6377","full_name":"Diel, Leon","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-1457-6377/work/225633070","id":"235442","first_name":"Leon","last_name":"Diel"},{"last_name":"Remberg","id":"250953","first_name":"Joy","full_name":"Remberg, Joy"},{"orcid":"0000-0002-3020-1343","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/225633071","full_name":"Schwenzfeier-Hellkamp, Eva","last_name":"Schwenzfeier-Hellkamp","id":"72528","first_name":"Eva"},{"first_name":"Beate","last_name":"Kolkmann","full_name":"Kolkmann, Beate"},{"full_name":"Schmidt, Kerstin","last_name":"Schmidt","first_name":"Kerstin","id":"249566"},{"first_name":"Anna","last_name":"Penner","full_name":"Penner, Anna"},{"first_name":"Sarah","last_name":"Kleinhans","full_name":"Kleinhans, Sarah"},{"full_name":"David, Friederike","first_name":"Friederike","last_name":"David"},{"last_name":"Meyer","first_name":"Rolf Olaf","full_name":"Meyer, Rolf Olaf"}],"department":[{"_id":"103"}],"citation":{"apa":"Diel, L., Remberg, J., Schwenzfeier-Hellkamp, E., Kolkmann, B., Schmidt, K., Penner, A., … Meyer, R. O. (2026). <i>Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy</i>. Hochschule Bielefeld.","ama":"Diel L, Remberg J, Schwenzfeier-Hellkamp E, et al. <i>Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy</i>. Hochschule Bielefeld; 2026.","mla":"Diel, Leon, et al. <i>Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy</i>. Hochschule Bielefeld, 2026.","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Diel, Leon</span> ; <span style=\"font-variant:small-caps;\">Remberg, Joy</span> ; <span style=\"font-variant:small-caps;\">Schwenzfeier-Hellkamp, Eva</span> ; <span style=\"font-variant:small-caps;\">Kolkmann, Beate</span> ; <span style=\"font-variant:small-caps;\">Schmidt, Kerstin</span> ; <span style=\"font-variant:small-caps;\">Penner, Anna</span> ; <span style=\"font-variant:small-caps;\">Kleinhans, Sarah</span> ; <span style=\"font-variant:small-caps;\">David, Friederike</span> ; u. a.</span>: <i>Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy</i> : Hochschule Bielefeld, 2026","chicago":"Diel, Leon, Joy Remberg, Eva Schwenzfeier-Hellkamp, Beate Kolkmann, Kerstin Schmidt, Anna Penner, Sarah Kleinhans, Friederike David, and Rolf Olaf Meyer. <i>Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy</i>. Hochschule Bielefeld, 2026.","bibtex":"@book{Diel_Remberg_Schwenzfeier-Hellkamp_Kolkmann_Schmidt_Penner_Kleinhans_David_Meyer_2026, title={Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy}, publisher={Hochschule Bielefeld}, author={Diel, Leon and Remberg, Joy and Schwenzfeier-Hellkamp, Eva and Kolkmann, Beate and Schmidt, Kerstin and Penner, Anna and Kleinhans, Sarah and David, Friederike and Meyer, Rolf Olaf}, year={2026} }","ieee":"L. Diel <i>et al.</i>, <i>Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy</i>. Hochschule Bielefeld, 2026.","short":"L. Diel, J. Remberg, E. Schwenzfeier-Hellkamp, B. Kolkmann, K. Schmidt, A. Penner, S. Kleinhans, F. David, R.O. Meyer, Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy, Hochschule Bielefeld, 2026."}},{"_id":"7184","status":"public","project":[{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"doi":"10.48550/ARXIV.2609.26824","date_updated":"2026-09-24T12:32:15Z","year":"2026","publisher":"arXiv","citation":{"short":"Q.A. Ahmed, S. Karki, T. Jungeblut, in: arXiv, 2026.","ieee":"Q. A. Ahmed, S. Karki, and T. Jungeblut, “FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators,” 2026.","bibtex":"@inproceedings{Ahmed_Karki_Jungeblut_2026, title={FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators}, DOI={<a href=\"https://doi.org/10.48550/ARXIV.2609.26824\">10.48550/ARXIV.2609.26824</a>}, publisher={arXiv}, author={Ahmed, Qazi Arbab and Karki, Suraj and Jungeblut, Thorsten}, year={2026} }","chicago":"Ahmed, Qazi Arbab, Suraj Karki, and Thorsten Jungeblut. “FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators.” arXiv, 2026. <a href=\"https://doi.org/10.48550/ARXIV.2609.26824\">https://doi.org/10.48550/ARXIV.2609.26824</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Karki, Suraj</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. In:  : arXiv, 2026","mla":"Ahmed, Qazi Arbab, et al. <i>FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators</i>. arXiv, 2026, doi:<a href=\"https://doi.org/10.48550/ARXIV.2609.26824\">10.48550/ARXIV.2609.26824</a>.","ama":"Ahmed QA, Karki S, Jungeblut T. FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. In: arXiv; 2026. doi:<a href=\"https://doi.org/10.48550/ARXIV.2609.26824\">10.48550/ARXIV.2609.26824</a>","apa":"Ahmed, Q. A., Karki, S., &#38; Jungeblut, T. (2026). FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. arXiv. <a href=\"https://doi.org/10.48550/ARXIV.2609.26824\">https://doi.org/10.48550/ARXIV.2609.26824</a>"},"research_group":[{"name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie","_id":"f025f82c-c221-11ec-90a2-d82e18d06cb8"}],"user_id":"257333","title":"FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators","author":[{"id":"257333","first_name":"Qazi Arbab","last_name":"Ahmed","full_name":"Ahmed, Qazi Arbab","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/227695870","orcid":"0000-0002-1837-2254"},{"first_name":"Suraj","last_name":"Karki","full_name":"Karki, Suraj"},{"orcid":"0000-0001-7425-8766","last_name":"Jungeblut","id":"242294","first_name":"Thorsten","full_name":"Jungeblut, Thorsten","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/227695871"}],"department":[{"_id":"103"}],"publication_status":"published","type":"conference","quality_controlled":"1","date_created":"2026-09-24T12:31:20Z","language":[{"iso":"eng"}]},{"type":"working_paper","author":[{"last_name":"Karki","first_name":"Suraj","full_name":"Karki, Suraj"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/227259862","full_name":"Ahmed, Qazi Arbab","id":"257333","first_name":"Qazi Arbab","last_name":"Ahmed","orcid":"0000-0002-1837-2254"},{"orcid":"0000-0001-7425-8766","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/227259884","full_name":"Jungeblut, Thorsten","last_name":"Jungeblut","first_name":"Thorsten","id":"242294"}],"department":[{"_id":"103"}],"user_id":"220548","title":"No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA","citation":{"bibtex":"@book{Karki_Ahmed_Jungeblut_2026, title={No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2607.13106\">10.48550/arXiv.2607.13106</a>}, author={Karki, Suraj and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, year={2026} }","ieee":"S. Karki, Q. A. Ahmed, and T. Jungeblut, <i>No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA</i>. 2026.","short":"S. Karki, Q.A. Ahmed, T. Jungeblut, No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Karki, Suraj</span> ; <span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span>: <i>No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA</i>, 2026","chicago":"Karki, Suraj, Qazi Arbab Ahmed, and Thorsten Jungeblut. <i>No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA</i>, 2026. <a href=\"https://doi.org/10.48550/arXiv.2607.13106\">https://doi.org/10.48550/arXiv.2607.13106</a>.","ama":"Karki S, Ahmed QA, Jungeblut T. <i>No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA</i>.; 2026. doi:<a href=\"https://doi.org/10.48550/arXiv.2607.13106\">10.48550/arXiv.2607.13106</a>","mla":"Karki, Suraj, et al. <i>No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA</i>. 2026, doi:<a href=\"https://doi.org/10.48550/arXiv.2607.13106\">10.48550/arXiv.2607.13106</a>.","apa":"Karki, S., Ahmed, Q. A., &#38; Jungeblut, T. (2026). <i>No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA</i>. <a href=\"https://doi.org/10.48550/arXiv.2607.13106\">https://doi.org/10.48550/arXiv.2607.13106</a>"},"language":[{"iso":"eng"}],"date_created":"2026-09-20T15:30:48Z","main_file_link":[{"open_access":"1"}],"abstract":[{"text":"Edge-based Artificial Intelligence (AI) acceleration has recently improved progress in real-time object detection. Object detection on edge devices requires a balance between accuracy, speed, and power efficiency. This paper proposes a customized Deep Learning Processor Unit (DPU)-aware architecture for attention-based YOLO variants deployed on AMD FPGAs. Specifically, we evaluate and benchmark YOLOv26 and YOLOv11, two modern attention-based YOLO variants, on the Xilinx ZCU104 across both standard and oriented object detection tasks. We replace unsupported activation functions, substitute split operations with 1x1 convolutions, and approximate the spatial attention mechanism in a DPU-compatible way. All models are then trained and evaluated across six benchmark datasets such as COCO, Pascal VOC, KITTI, DOTA, DIOR-R, and an in-house human presence dataset, and benchmarked across all eight DPU configurations (B512 to B4096) in terms of mAP, FPS, latency, power, and resource utilization. Notably, YOLOv26n and YOLOv26n-OBB deliver the highest end-to-end throughput at 34.05 and 29.55 FPS for standard and oriented detection, respectively, with an average of 5% absolute reduction in accuracy due to quantization while achieving up to approximately 3x lower power consumption compared with the state of the art.","lang":"eng"}],"_id":"7171","oa":"1","year":"2026","date_updated":"2026-09-24T12:29:24Z","project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"doi":"10.48550/arXiv.2607.13106","status":"public"},{"date_updated":"2026-09-07T11:19:18Z","publisher":"MDPI AG","oa":"1","volume":9,"year":"2026","issue":"2","doi":"10.3390/stats9020023","status":"public","publication_identifier":{"eissn":["2571-905X"]},"_id":"7141","article_number":"23","intvolume":"         9","abstract":[{"lang":"eng","text":"                  This tutorial provides a comprehensive and intuitive journey through the evolution of deep generative models, tracing a clear path from the foundations of Principal Component Analysis (PCA) to modern Variational Autoencoders (VAEs), showing how each method solves the limitations of the previous one. We begin with PCA, a linear tool for reducing data dimensions. Its inability to model non-linear patterns motivates the use of Autoencoders (AEs), which use neural networks to learn flexible, compressed representations. However, AEs lack a probabilistic framework, preventing them from generating new data. VAEs address this by treating the latent space as a probability distribution, enabling data generation. We compare the three methods through theoretical analysis, experiments, and step-by-step numerical examples that show exactly how each model compresses data—a detail often missing elsewhere. Unlike resources that treat these topics separately, we connect them into a single narrative, building intuition progressively from linear to probabilistic deep generative models.\r\n                "}],"quality_controlled":"1","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://www.mdpi.com/2571-905X/9/2/23"}],"date_created":"2026-09-07T11:05:40Z","author":[{"id":"238549","first_name":"Alaa","last_name":"Tharwat","full_name":"Tharwat, Alaa"},{"last_name":"Eid","first_name":"Mahmoud M.","full_name":"Eid, Mahmoud M."}],"department":[{"_id":"103"}],"user_id":"231260","title":"The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition for Deep Generative Modeling","type":"journal_article","publication_status":"published","citation":{"apa":"Tharwat, A., &#38; Eid, M. M. (2026). The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition for Deep Generative Modeling. <i>Stats</i>, <i>9</i>(2). <a href=\"https://doi.org/10.3390/stats9020023\">https://doi.org/10.3390/stats9020023</a>","mla":"Tharwat, Alaa, and Mahmoud M. Eid. “The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition for Deep Generative Modeling.” <i>Stats</i>, vol. 9, no. 2, 23, MDPI AG, 2026, doi:<a href=\"https://doi.org/10.3390/stats9020023\">10.3390/stats9020023</a>.","ama":"Tharwat A, Eid MM. The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition for Deep Generative Modeling. <i>Stats</i>. 2026;9(2). doi:<a href=\"https://doi.org/10.3390/stats9020023\">10.3390/stats9020023</a>","chicago":"Tharwat, Alaa, and Mahmoud M. Eid. “The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition for Deep Generative Modeling.” <i>Stats</i> 9, no. 2 (2026). <a href=\"https://doi.org/10.3390/stats9020023\">https://doi.org/10.3390/stats9020023</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Tharwat, Alaa</span> ; <span style=\"font-variant:small-caps;\">Eid, Mahmoud M.</span>: The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition for Deep Generative Modeling. In: <i>Stats</i> Bd. 9, MDPI AG (2026), Nr. 2","short":"A. Tharwat, M.M. Eid, Stats 9 (2026).","ieee":"A. Tharwat and M. M. Eid, “The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition for Deep Generative Modeling,” <i>Stats</i>, vol. 9, no. 2, 2026.","bibtex":"@article{Tharwat_Eid_2026, title={The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition for Deep Generative Modeling}, volume={9}, DOI={<a href=\"https://doi.org/10.3390/stats9020023\">10.3390/stats9020023</a>}, number={223}, journal={Stats}, publisher={MDPI AG}, author={Tharwat, Alaa and Eid, Mahmoud M.}, year={2026} }"},"publication":"Stats"},{"status":"public","doi":"10.1016/j.biortech.2026.134217","date_updated":"2026-09-07T11:19:11Z","year":"2026","oa":"1","volume":447,"publisher":"Elsevier BV","article_number":"134217","_id":"7142","publication_identifier":{"issn":["09608524"]},"quality_controlled":"1","main_file_link":[{"open_access":"1","url":"https://www.sciencedirect.com/science/article/pii/S0960852426002981?via%3Dihub"}],"date_created":"2026-09-07T11:10:46Z","language":[{"iso":"eng"}],"intvolume":"       447","citation":{"apa":"Steurer, X. R., Kalik, B., Jakobs-Schönwandt, D., Grünberger, A., &#38; Patel, A. V. (2026). Development of a bioprocess with Streptomyces setonensis to produce a novel herbicidal sugar as an alternative to glyphosate. <i>Bioresource Technology</i>, <i>447</i>. <a href=\"https://doi.org/10.1016/j.biortech.2026.134217\">https://doi.org/10.1016/j.biortech.2026.134217</a>","mla":"Steurer, Xenia Ricarda, et al. “Development of a Bioprocess with Streptomyces Setonensis to Produce a Novel Herbicidal Sugar as an Alternative to Glyphosate.” <i>Bioresource Technology</i>, vol. 447, 134217, Elsevier BV, 2026, doi:<a href=\"https://doi.org/10.1016/j.biortech.2026.134217\">10.1016/j.biortech.2026.134217</a>.","ama":"Steurer XR, Kalik B, Jakobs-Schönwandt D, Grünberger A, Patel AV. Development of a bioprocess with Streptomyces setonensis to produce a novel herbicidal sugar as an alternative to glyphosate. <i>Bioresource Technology</i>. 2026;447. doi:<a href=\"https://doi.org/10.1016/j.biortech.2026.134217\">10.1016/j.biortech.2026.134217</a>","alphadin":"<span style=\"font-variant:small-caps;\">Steurer, Xenia Ricarda</span> ; <span style=\"font-variant:small-caps;\">Kalik, B.</span> ; <span style=\"font-variant:small-caps;\">Jakobs-Schönwandt, D.</span> ; <span style=\"font-variant:small-caps;\">Grünberger, A.</span> ; <span style=\"font-variant:small-caps;\">Patel, Anant V. </span>: Development of a bioprocess with Streptomyces setonensis to produce a novel herbicidal sugar as an alternative to glyphosate. In: <i>Bioresource Technology</i> Bd. 447, Elsevier BV (2026)","chicago":"Steurer, Xenia Ricarda, B. Kalik, D. Jakobs-Schönwandt, A. Grünberger, and Anant V.  Patel. “Development of a Bioprocess with Streptomyces Setonensis to Produce a Novel Herbicidal Sugar as an Alternative to Glyphosate.” <i>Bioresource Technology</i> 447 (2026). <a href=\"https://doi.org/10.1016/j.biortech.2026.134217\">https://doi.org/10.1016/j.biortech.2026.134217</a>.","short":"X.R. Steurer, B. Kalik, D. Jakobs-Schönwandt, A. Grünberger, A.V. Patel, Bioresource Technology 447 (2026).","bibtex":"@article{Steurer_Kalik_Jakobs-Schönwandt_Grünberger_Patel_2026, title={Development of a bioprocess with Streptomyces setonensis to produce a novel herbicidal sugar as an alternative to glyphosate}, volume={447}, DOI={<a href=\"https://doi.org/10.1016/j.biortech.2026.134217\">10.1016/j.biortech.2026.134217</a>}, number={134217}, journal={Bioresource Technology}, publisher={Elsevier BV}, author={Steurer, Xenia Ricarda and Kalik, B. and Jakobs-Schönwandt, D. and Grünberger, A. and Patel, Anant V. }, year={2026} }","ieee":"X. R. Steurer, B. Kalik, D. Jakobs-Schönwandt, A. Grünberger, and A. V. Patel, “Development of a bioprocess with Streptomyces setonensis to produce a novel herbicidal sugar as an alternative to glyphosate,” <i>Bioresource Technology</i>, vol. 447, 2026."},"publication":"Bioresource Technology","department":[{"_id":"103"}],"user_id":"231260","author":[{"id":"249921","first_name":"Xenia Ricarda","last_name":"Steurer","full_name":"Steurer, Xenia Ricarda"},{"full_name":"Kalik, B.","first_name":"B.","last_name":"Kalik"},{"first_name":"D.","last_name":"Jakobs-Schönwandt","full_name":"Jakobs-Schönwandt, D."},{"last_name":"Grünberger","first_name":"A.","full_name":"Grünberger, A."},{"full_name":"Patel, Anant V. ","last_name":"Patel","first_name":"Anant V. ","id":"201870"}],"title":"Development of a bioprocess with Streptomyces setonensis to produce a novel herbicidal sugar as an alternative to glyphosate","publication_status":"published","type":"journal_article"},{"language":[{"iso":"eng"}],"date_created":"2026-08-24T16:10:31Z","intvolume":"        61","citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Jamebozorgi, Vahid</span> ; <span style=\"font-variant:small-caps;\">Schröder, Christian</span>: Virtual Characterization Lab: A python toolkit for material characterization from molecular dynamics. In: , <i>Verhandlungen der Deutschen Physikalischen Gesellschaft </i>. Bd. 61 (2026), Nr. 2","chicago":"Jamebozorgi, Vahid, and Christian Schröder. “Virtual Characterization Lab: A Python Toolkit for Material Characterization from Molecular Dynamics.” Verhandlungen Der Deutschen Physikalischen Gesellschaft , 2026.","short":"V. Jamebozorgi, C. Schröder, 61 (2026).","bibtex":"@article{Jamebozorgi_Schröder_2026, series={Verhandlungen der Deutschen Physikalischen Gesellschaft }, title={Virtual Characterization Lab: A python toolkit for material characterization from molecular dynamics}, volume={61}, number={2}, author={Jamebozorgi, Vahid and Schröder, Christian}, year={2026}, collection={Verhandlungen der Deutschen Physikalischen Gesellschaft } }","ieee":"V. Jamebozorgi and C. Schröder, “Virtual Characterization Lab: A python toolkit for material characterization from molecular dynamics,” vol. 61, no. 2. 2026.","apa":"Jamebozorgi, V., &#38; Schröder, C. (2026). Virtual Characterization Lab: A python toolkit for material characterization from molecular dynamics. Presented at the Frühjahrstagung der Deutschen Physikalischen Gesellschaft, Dresden.","mla":"Jamebozorgi, Vahid, and Christian Schröder. <i>Virtual Characterization Lab: A Python Toolkit for Material Characterization from Molecular Dynamics</i>. Vol. 61, no. 2, 2026.","ama":"Jamebozorgi V, Schröder C. Virtual Characterization Lab: A python toolkit for material characterization from molecular dynamics. 2026;61(2)."},"research_group":[{"name":"Bielefelder Institut für Angewandte Materialforschung (BIfAM)","_id":"af778127-b366-11ed-bde2-daed2b8eafee"}],"title":"Virtual Characterization Lab: A python toolkit for material characterization from molecular dynamics","user_id":"220548","series_title":"Verhandlungen der Deutschen Physikalischen Gesellschaft ","department":[{"_id":"103"}],"author":[{"last_name":"Jamebozorgi","first_name":"Vahid","id":"242086","full_name":"Jamebozorgi, Vahid","orcid":"0009-0005-5700-3549"},{"first_name":"Christian","last_name":"Schröder","full_name":"Schröder, Christian"}],"type":"conference_abstract","issue":"2","project":[{"_id":"f89a05bb-bcea-11ed-9442-ed382659bc06","name":"Bielefelder Institut für Angewandte Materialforschung"}],"status":"public","date_updated":"2026-08-28T15:31:39Z","volume":61,"year":"2026","_id":"7118","publication_identifier":{"eissn":["751-0522 "]},"conference":{"name":"Frühjahrstagung der Deutschen Physikalischen Gesellschaft","start_date":"2026-03-08","location":"Dresden","end_date":"2026-03-13"}},{"user_id":"242086","department":[{"_id":"103"}],"title":"MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit","author":[{"full_name":"Jamebozorgi, Vahid","id":"242086","first_name":"Vahid","last_name":"Jamebozorgi","orcid":"0009-0005-5700-3549"},{"full_name":"Quisbrok, Robin","last_name":"Quisbrok","first_name":"Robin"},{"last_name":"Nasari","first_name":"Amirbahador","full_name":"Nasari, Amirbahador"},{"orcid":"0000-0002-6391-6548","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-6391-6548/work/225113793","full_name":"Schröder, Christian","id":"35809","first_name":"Christian","last_name":"Schröder"}],"type":"research_data","citation":{"apa":"Jamebozorgi, V., Quisbrok, R., Nasari, A., &#38; Schröder, C. (2026). <i>MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit</i>. Vahid Jamebozorgi, self-published.","mla":"Jamebozorgi, Vahid, et al. <i>MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit</i>. Vahid Jamebozorgi, self-published, 2026.","ama":"Jamebozorgi V, Quisbrok R, Nasari A, Schröder C. <i>MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit</i>. Vahid Jamebozorgi, self-published; 2026.","chicago":"Jamebozorgi, Vahid, Robin Quisbrok, Amirbahador Nasari, and Christian Schröder. <i>MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit</i>. Vahid Jamebozorgi, self-published, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Jamebozorgi, Vahid</span> ; <span style=\"font-variant:small-caps;\">Quisbrok, Robin</span> ; <span style=\"font-variant:small-caps;\">Nasari, Amirbahador</span> ; <span style=\"font-variant:small-caps;\">Schröder, Christian</span>: <i>MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit</i> : Vahid Jamebozorgi, self-published, 2026","ieee":"V. Jamebozorgi, R. Quisbrok, A. Nasari, and C. Schröder, <i>MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit</i>. Vahid Jamebozorgi, self-published, 2026.","bibtex":"@book{Jamebozorgi_Quisbrok_Nasari_Schröder_2026, title={MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit}, publisher={Vahid Jamebozorgi, self-published}, author={Jamebozorgi, Vahid and Quisbrok, Robin and Nasari, Amirbahador and Schröder, Christian}, year={2026} }","short":"V. Jamebozorgi, R. Quisbrok, A. Nasari, C. Schröder, MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit, Vahid Jamebozorgi, self-published, 2026."},"research_group":[{"_id":"af778127-b366-11ed-bde2-daed2b8eafee","name":"Bielefelder Institut für Angewandte Materialforschung (BIfAM)"}],"related_material":{"link":[{"url":"https://github.com/Vahid-jb/MultiBEST---Multiscale-Multiphase-Bridging-Experiment-and-Simulation-Toolkit","relation":"confirmation"}]},"keyword":["Atomistic simulation","EBSD","Mesh generation","Finite element methods","Image processing","Digital-twin","Multiscale modeling"],"abstract":[{"lang":"eng","text":"Current simulation workflows overwhelmingly rely on idealized or implicit microstructures, which prevents true side‑by‑side comparison with experiments and slows methodological progress. Directly simulating experimentally identical samples—using atomistic and continuum models—is a critical yet largely unrealized step toward predictive, microstructure‑aware materials discovery. In this work, we introduce MultiBEST, a unified GUI‑based framework that constructs experimentally faithful atomistic and continuum models directly from 2D micrographs, EBSD data, or simple user sketches. The resulting continuum representations explicitly resolve grain boundaries as crystallography‑aware volumetric interfaces with distinct properties, enabling multiscale modelling that approaches atomistic‑level fidelity. MultiBEST delivers an end‑to‑end pipeline—from image processing to final model export—with tunable computational cost, from rapid prototyping to large‑scale simulations."}],"date_created":"2026-08-24T16:35:13Z","_id":"7120","date_updated":"2026-08-28T13:46:33Z","year":"2026","publisher":"Vahid Jamebozorgi, self-published","status":"public","project":[{"name":"Bielefelder Institut für Angewandte Materialforschung","_id":"f89a05bb-bcea-11ed-9442-ed382659bc06"}]},{"status":"public","project":[{"name":"Bielefelder Institut für Angewandte Materialforschung","_id":"f89a05bb-bcea-11ed-9442-ed382659bc06"}],"year":"2026","publisher":"Vahid Jamebozorgi, self-published","date_updated":"2026-08-28T13:46:22Z","_id":"7119","date_created":"2026-08-24T16:29:50Z","abstract":[{"lang":"eng","text":"Material discovery using traditional experimental methods is a slow and costly process, often limited by the sampling process, characterization condition constraints, and the requirement for expensive equipment. While computational tools have transformed materials research by accelerating the investigation of material properties, a significant gap remains in connecting high-fidelity simulations with established experimental characterization techniques. Virtual Characterization Lab (VCL), a unified, open-source toolkit designed to bridge this gap. The VCL streamlines pre- and post-processing workflows—primarily designed for, but not limited to, molecular dynamics (MD) simulations. It enables researchers to analyze crystallography and generate essential characterization data, including X-ray Diffraction (XRD), Selected Area Electron Diffraction (SAED), Vibrational Density of States (VDOS), and Infrared (IR) spectra, all within a single, intuitive graphical user interface (GUI). By integrating every step from initial structure preparation to final data visualization, the VCL accelerates materials discovery by making virtual characterization more efficient, accessible, and directly comparable to experimental results."}],"keyword":["Atomistic simulation","Defects","XRD","TEM","Vibrational analysis","Virtual material characterization"],"related_material":{"link":[{"url":"https://github.com/Vahid-jb/Virtual-Characterization-Lab-Toolkit","relation":"confirmation"}]},"research_group":[{"_id":"af778127-b366-11ed-bde2-daed2b8eafee","name":"Bielefelder Institut für Angewandte Materialforschung (BIfAM)"}],"citation":{"ama":"Jamebozorgi V, Quisbrok R, Schröder C. <i>Virtual Characterization Lab Toolkit</i>. Vahid Jamebozorgi, self-published; 2026.","mla":"Jamebozorgi, Vahid, et al. <i>Virtual Characterization Lab Toolkit</i>. Vahid Jamebozorgi, self-published, 2026.","apa":"Jamebozorgi, V., Quisbrok, R., &#38; Schröder, C. (2026). <i>Virtual Characterization Lab Toolkit</i>. Vahid Jamebozorgi, self-published.","ieee":"V. Jamebozorgi, R. Quisbrok, and C. Schröder, <i>Virtual Characterization Lab Toolkit</i>. Vahid Jamebozorgi, self-published, 2026.","bibtex":"@book{Jamebozorgi_Quisbrok_Schröder_2026, title={Virtual Characterization Lab Toolkit}, publisher={Vahid Jamebozorgi, self-published}, author={Jamebozorgi, Vahid and Quisbrok, Robin and Schröder, Christian}, year={2026} }","short":"V. Jamebozorgi, R. Quisbrok, C. Schröder, Virtual Characterization Lab Toolkit, Vahid Jamebozorgi, self-published, 2026.","chicago":"Jamebozorgi, Vahid, Robin Quisbrok, and Christian Schröder. <i>Virtual Characterization Lab Toolkit</i>. Vahid Jamebozorgi, self-published, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Jamebozorgi, Vahid</span> ; <span style=\"font-variant:small-caps;\">Quisbrok, Robin</span> ; <span style=\"font-variant:small-caps;\">Schröder, Christian</span>: <i>Virtual Characterization Lab Toolkit</i> : Vahid Jamebozorgi, self-published, 2026"},"type":"research_data","department":[{"_id":"103"}],"user_id":"242086","title":"Virtual Characterization Lab Toolkit","author":[{"full_name":"Jamebozorgi, Vahid","last_name":"Jamebozorgi","first_name":"Vahid","id":"242086","orcid":"0009-0005-5700-3549"},{"full_name":"Quisbrok, Robin","first_name":"Robin","last_name":"Quisbrok"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-6391-6548/work/225113776","full_name":"Schröder, Christian","last_name":"Schröder","first_name":"Christian","id":"35809","orcid":"0000-0002-6391-6548"}]},{"doi":"10.25673/123544","project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"status":"public","date_updated":"2026-07-20T08:11:01Z","publisher":"Otto von Guericke University Library, Magdeburg, Germany","editor":[{"full_name":"Behrendt, Fabian","last_name":"Behrendt","first_name":"Fabian"},{"full_name":"Zadek, Hartmut","first_name":"Hartmut","last_name":"Zadek"},{"last_name":"Janmontree","first_name":"Jettarat","full_name":"Janmontree, Jettarat"},{"full_name":"Trojahn, Sebastian","first_name":"Sebastian","last_name":"Trojahn"},{"full_name":"Lang, Sebastian","last_name":"Lang","first_name":"Sebastian"}],"year":"2026","_id":"7068","conference":{"name":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","end_date":"2026-06-16","location":"Magdeburg","start_date":"2026-06-15"},"abstract":[{"lang":"eng","text":"Adopting digital twin technologies in small andmedium-sized enterprises (SMEs) is often hinderedby heterogeneous, poorly documented productiondata. Current semantic type detection approachesrequire massive labeled datasets making themimpractical for resource-constrained SMEs. Wepropose a zero-shot hybrid framework combiningpattern-based classification with selective largelanguage model (LLM) reasoning formanufacturing-specific data types. The two-stagearchitecture uses rule-based patterns for high-confidence cases, forwarding ambiguous columnsto a multi-step LLM reasoner. Evaluation on fourmanufacturing datasets shows the hybrid approachachieves weighted F1 within 7 24 percentagepoints of pure LLM classification performancewhile reducing LLM invocations by 39% onaverage. Processing time decreased by up to 2.8×.Our framework addresses a critical gap: automated,computationally efficient data type recognition formanufacturing SMEs without requiring trainingdata, contributing to automated simulation anddigital twin construction."}],"quality_controlled":"1","language":[{"iso":"eng"}],"date_created":"2026-07-16T18:51:32Z","main_file_link":[{"url":"https://opendata.uni-halle.de/bitstream/1981185920/125478/1/DW16_Smart%20Data%20Adapter%20A%20Hybrid%20Pattern-LLM%20Approach.pdf"}],"keyword":["Semantic Data Type Detection","DigitalTwin","Manufacturing SMEs","Zero-shot Learning","Hybrid AI","LLM"],"citation":{"short":"L. Döring, S. Trojahn, P. Reusch, in: F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, S. Lang (Eds.), 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Otto von Guericke University Library, Magdeburg, Germany, 2026.","ieee":"L. Döring, S. Trojahn, and P. Reusch, “Smart data adapter: A hybrid pattern-LLM approach,” in <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, Magdeburg, 2026.","bibtex":"@inproceedings{Döring_Trojahn_Reusch_2026, title={Smart data adapter: A hybrid pattern-LLM approach}, DOI={<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>}, booktitle={19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management}, publisher={Otto von Guericke University Library, Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal}, editor={Behrendt, Fabian and Zadek, Hartmut and Janmontree, Jettarat and Trojahn, Sebastian and Lang, SebastianEditors}, year={2026} }","chicago":"Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” In <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Fabian Behrendt, Hartmut Zadek, Jettarat Janmontree, Sebastian Trojahn, and Sebastian Lang. Otto von Guericke University Library, Magdeburg, Germany, 2026. <a href=\"https://doi.org/10.25673/123544\">https://doi.org/10.25673/123544</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Döring, Lina</span> ; <span style=\"font-variant:small-caps;\">Trojahn, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Reusch, Pascal</span>: Smart data adapter: A hybrid pattern-LLM approach. In: <span style=\"font-variant:small-caps;\">Behrendt, F.</span> ; <span style=\"font-variant:small-caps;\">Zadek, H.</span> ; <span style=\"font-variant:small-caps;\">Janmontree, J.</span> ; <span style=\"font-variant:small-caps;\">Trojahn, S.</span> ; <span style=\"font-variant:small-caps;\">Lang, S.</span> (Hrsg.): <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i> : Otto von Guericke University Library, Magdeburg, Germany, 2026","mla":"Döring, Lina, et al. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Fabian Behrendt et al., Otto von Guericke University Library, Magdeburg, Germany, 2026, doi:<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>.","ama":"Döring L, Trojahn S, Reusch P. Smart data adapter: A hybrid pattern-LLM approach. In: Behrendt F, Zadek H, Janmontree J, Trojahn S, Lang S, eds. <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Otto von Guericke University Library, Magdeburg, Germany; 2026. doi:<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>","apa":"Döring, L., Trojahn, S., &#38; Reusch, P. (2026). Smart data adapter: A hybrid pattern-LLM approach. In F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, &#38; S. Lang (Eds.), <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany. <a href=\"https://doi.org/10.25673/123544\">https://doi.org/10.25673/123544</a>"},"publication":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","title":"Smart data adapter: A hybrid pattern-LLM approach","user_id":"220548","department":[{"_id":"103"}],"author":[{"orcid":"0009-0000-3555-4183","id":"231689","first_name":"Lina","last_name":"Döring","full_name":"Döring, Lina","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0000-3555-4183/work/221016189"},{"full_name":"Trojahn, Sebastian","last_name":"Trojahn","first_name":"Sebastian"},{"full_name":"Reusch, Pascal","last_name":"Reusch","first_name":"Pascal","id":"223271"}],"type":"conference","publication_status":"published"},{"publication_status":"published","type":"journal_article","department":[{"_id":"103"}],"author":[{"first_name":"Stephan","id":"71369","last_name":"Kartelmeyer","full_name":"Kartelmeyer, Stephan"},{"first_name":"Angela","id":"243082","last_name":"Ries","full_name":"Ries, Angela"}],"user_id":"71369","title":"Neun entscheidende Punkte","publication":"Kunststoffe","citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Kartelmeyer, Stephan</span> ; <span style=\"font-variant:small-caps;\">Ries, Angela</span>: Neun entscheidende Punkte. In: <i>Kunststoffe</i> Bd. 116, Carl Hanser Verlag (2026), Nr. 2, S. 20–24","chicago":"Kartelmeyer, Stephan, and Angela Ries. “Neun entscheidende Punkte.” <i>Kunststoffe</i> 116, no. 2 (2026): 20–24.","short":"S. Kartelmeyer, A. Ries, Kunststoffe 116 (2026) 20–24.","bibtex":"@article{Kartelmeyer_Ries_2026, title={Neun entscheidende Punkte}, volume={116}, number={2}, journal={Kunststoffe}, publisher={Carl Hanser Verlag}, author={Kartelmeyer, Stephan and Ries, Angela}, year={2026}, pages={20–24} }","ieee":"S. Kartelmeyer and A. Ries, “Neun entscheidende Punkte,” <i>Kunststoffe</i>, vol. 116, no. 2, pp. 20–24, 2026.","apa":"Kartelmeyer, S., &#38; Ries, A. (2026). Neun entscheidende Punkte. <i>Kunststoffe</i>, <i>116</i>(2), 20–24.","ama":"Kartelmeyer S, Ries A. Neun entscheidende Punkte. <i>Kunststoffe</i>. 2026;116(2):20-24.","mla":"Kartelmeyer, Stephan, and Angela Ries. “Neun entscheidende Punkte.” <i>Kunststoffe</i>, vol. 116, no. 2, Carl Hanser Verlag, 2026, pp. 20–24."},"keyword":["Kreislaufwirtschaft","Circular Economy","R-Prinzip","Design for R"],"intvolume":"       116","date_created":"2026-02-09T16:14:22Z","language":[{"iso":"ger"}],"abstract":[{"lang":"ger","text":"Aspekte wie Nachhaltigkeit und Ressourcenschutz spielen nicht nur aus ökologischen, sondern auch aus ökonomischen Gründen eine zunehmend wichtige Rolle. Dies zeigt sich auch im Produktdesign. Wer heute Produkte entwickelt, sollte direkt den Lebenszyklus, die Chancen zur Verlängerung der Nutzungsphase und das Ende des Produktlebens mitdenken. Dies dürfte mittelfristig zu Wettbewerbsvorteilen führen. Ineinandergreifende Strategien bieten eine ganzheitliche Lösung."}],"_id":"6598","article_type":"review","year":"2026","volume":116,"publisher":"Carl Hanser Verlag","date_updated":"2026-07-08T10:54:20Z","status":"public","project":[{"name":"Bielefelder Institut für Angewandte Materialforschung","_id":"f89a05bb-bcea-11ed-9442-ed382659bc06"}],"issue":"2","page":"20-24"},{"tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"publication_status":"published","type":"journal_article","user_id":"220548","department":[{"_id":"103"}],"title":"REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development","author":[{"full_name":"Schnatmann, Anna Katharina","id":"233154","first_name":"Anna Katharina","last_name":"Schnatmann"},{"full_name":"Wulf, Heike","last_name":"Wulf","first_name":"Heike"},{"orcid":"0000-0002-2481-7141","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-2481-7141/work/219771886","full_name":"Schoden, Fabian","first_name":"Fabian","id":"210954","last_name":"Schoden"},{"orcid":"0000-0002-3020-1343","first_name":"Eva","id":"72528","last_name":"Schwenzfeier-Hellkamp","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/219771887","full_name":"Schwenzfeier-Hellkamp, Eva"}],"publication":"Sustainability","citation":{"apa":"Schnatmann, A. K., Wulf, H., Schoden, F., &#38; Schwenzfeier-Hellkamp, E. (2026). REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. <i>Sustainability</i>, <i>18</i>(11). <a href=\"https://doi.org/10.3390/su18115612\">https://doi.org/10.3390/su18115612</a>","mla":"Schnatmann, Anna Katharina, et al. “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development.” <i>Sustainability</i>, vol. 18, no. 11, 5612, MDPI AG, 2026, doi:<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>.","ama":"Schnatmann AK, Wulf H, Schoden F, Schwenzfeier-Hellkamp E. REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. <i>Sustainability</i>. 2026;18(11). doi:<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>","chicago":"Schnatmann, Anna Katharina, Heike Wulf, Fabian Schoden, and Eva Schwenzfeier-Hellkamp. “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development.” <i>Sustainability</i> 18, no. 11 (2026). <a href=\"https://doi.org/10.3390/su18115612\">https://doi.org/10.3390/su18115612</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Schnatmann, Anna Katharina</span> ; <span style=\"font-variant:small-caps;\">Wulf, Heike</span> ; <span style=\"font-variant:small-caps;\">Schoden, Fabian</span> ; <span style=\"font-variant:small-caps;\">Schwenzfeier-Hellkamp, Eva</span>: REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development. In: <i>Sustainability</i> Bd. 18, MDPI AG (2026), Nr. 11","short":"A.K. Schnatmann, H. Wulf, F. Schoden, E. Schwenzfeier-Hellkamp, Sustainability 18 (2026).","ieee":"A. K. Schnatmann, H. Wulf, F. Schoden, and E. Schwenzfeier-Hellkamp, “REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development,” <i>Sustainability</i>, vol. 18, no. 11, 2026.","bibtex":"@article{Schnatmann_Wulf_Schoden_Schwenzfeier-Hellkamp_2026, title={REpair-, REfurbish- and REmanufacture-Ability Assessment of c-Si PV Modules—Method Development}, volume={18}, DOI={<a href=\"https://doi.org/10.3390/su18115612\">10.3390/su18115612</a>}, number={115612}, journal={Sustainability}, publisher={MDPI AG}, author={Schnatmann, Anna Katharina and Wulf, Heike and Schoden, Fabian and Schwenzfeier-Hellkamp, Eva}, year={2026} }"},"keyword":["assessment method","circular economy","c-Si photovoltaics","refurbish","remanufacture","repair","R-principles"],"intvolume":"        18","main_file_link":[{"url":"https://www.mdpi.com/2071-1050/18/11/5612","open_access":"1"}],"date_created":"2026-07-06T09:22:07Z","language":[{"iso":"eng"}],"quality_controlled":"1","abstract":[{"text":"The development of resource-efficient products based on a comprehensive assessment of the R-principles is becoming increasingly important in the context of the Eco-Design Regulation. However, there is no basis for assessing c-Si photovoltaic modules in the context of REpair, REfurbish, and REmanufacture. The aim of this study is therefore to create an assessment basis including a definition framework and a selection of priority parts. The results are a basic functional and structural analysis, an initial catalog of criteria for a semi-quantitative assessment method, and a weighting of priority parts. It becomes clear that individual cells and connection components are particularly relevant for REpair and REfurbish. For REmanufacture, attention should be paid to the entirety of the cells, the frame, and the glass. Overall, a method is created that, in application, lays the foundation for a sustainable product design of photovoltaic modules improved for the circular economy and can be further optimized.              ","lang":"eng"}],"publication_identifier":{"eissn":["2071-1050"]},"article_number":"5612","_id":"7037","article_type":"original","oa":"1","year":"2026","volume":18,"publisher":"MDPI AG","date_updated":"2026-07-07T05:52:44Z","status":"public","issue":"11","project":[{"name":"Institut für Technische Energie-Systeme","_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7"}],"doi":"10.3390/su18115612"},{"type":"conference","publication_status":"published","title":"Reliability Assessment in Approximate Accelerator Synthesis","author":[{"first_name":"Somayeh","last_name":"Sadeghi-Kohan","full_name":"Sadeghi-Kohan, Somayeh"},{"full_name":"Awais, Muhammad","first_name":"Muhammad","last_name":"Awais"},{"orcid":"0000-0002-1837-2254","full_name":"Ahmed, Qazi Arbab","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1837-2254/work/217757502","last_name":"Ahmed","first_name":"Qazi Arbab","id":"257333"},{"full_name":"Platzner, Marco","first_name":"Marco","last_name":"Platzner"},{"full_name":"Hellebrand, Sybille","first_name":"Sybille","last_name":"Hellebrand"},{"id":"242294","first_name":"Thorsten","last_name":"Jungeblut","full_name":"Jungeblut, Thorsten","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/217757504","orcid":"0000-0001-7425-8766"},{"first_name":"Hans-Joachim","last_name":"Wunderlich","full_name":"Wunderlich, Hans-Joachim"}],"department":[{"_id":"103"}],"user_id":"220548","publication":"2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)","citation":{"ieee":"S. Sadeghi-Kohan <i>et al.</i>, “Reliability Assessment in Approximate Accelerator Synthesis,” in <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, Bratislava, Slovakia, 2026, pp. 1–5.","bibtex":"@inproceedings{Sadeghi-Kohan_Awais_Ahmed_Platzner_Hellebrand_Jungeblut_Wunderlich_2026, title={Reliability Assessment in Approximate Accelerator Synthesis}, DOI={<a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">10.1109/DDECS69233.2026.11520985</a>}, booktitle={2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)}, publisher={IEEE}, author={Sadeghi-Kohan, Somayeh and Awais, Muhammad and Ahmed, Qazi Arbab and Platzner, Marco and Hellebrand, Sybille and Jungeblut, Thorsten and Wunderlich, Hans-Joachim}, editor={IEEEEditor}, year={2026}, pages={1–5} }","short":"S. Sadeghi-Kohan, M. Awais, Q.A. Ahmed, M. Platzner, S. Hellebrand, T. Jungeblut, H.-J. Wunderlich, in: IEEE (Ed.), 2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2026, pp. 1–5.","chicago":"Sadeghi-Kohan, Somayeh, Muhammad Awais, Qazi Arbab Ahmed, Marco Platzner, Sybille Hellebrand, Thorsten Jungeblut, and Hans-Joachim Wunderlich. “Reliability Assessment in Approximate Accelerator Synthesis.” In <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, edited by IEEE, 1–5. IEEE, 2026. <a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">https://doi.org/10.1109/DDECS69233.2026.11520985</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Sadeghi-Kohan, Somayeh</span> ; <span style=\"font-variant:small-caps;\">Awais, Muhammad</span> ; <span style=\"font-variant:small-caps;\">Ahmed, Qazi Arbab</span> ; <span style=\"font-variant:small-caps;\">Platzner, Marco</span> ; <span style=\"font-variant:small-caps;\">Hellebrand, Sybille</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span> ; <span style=\"font-variant:small-caps;\">Wunderlich, Hans-Joachim</span>: Reliability Assessment in Approximate Accelerator Synthesis. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i> : IEEE, 2026, S. 1–5","mla":"Sadeghi-Kohan, Somayeh, et al. “Reliability Assessment in Approximate Accelerator Synthesis.” <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>, edited by IEEE, IEEE, 2026, pp. 1–5, doi:<a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">10.1109/DDECS69233.2026.11520985</a>.","ama":"Sadeghi-Kohan S, Awais M, Ahmed QA, et al. Reliability Assessment in Approximate Accelerator Synthesis. In: IEEE, ed. <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i>. IEEE; 2026:1-5. doi:<a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">10.1109/DDECS69233.2026.11520985</a>","apa":"Sadeghi-Kohan, S., Awais, M., Ahmed, Q. A., Platzner, M., Hellebrand, S., Jungeblut, T., &#38; Wunderlich, H.-J. (2026). Reliability Assessment in Approximate Accelerator Synthesis. In IEEE (Ed.), <i>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</i> (pp. 1–5). Bratislava, Slovakia: IEEE. <a href=\"https://doi.org/10.1109/DDECS69233.2026.11520985\">https://doi.org/10.1109/DDECS69233.2026.11520985</a>"},"language":[{"iso":"eng"}],"date_created":"2026-06-15T20:51:45Z","publication_identifier":{"eisbn":["979-8-3315-8229-6"]},"conference":{"name":"2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)","location":"Bratislava, Slovakia","start_date":"2026-04-27","end_date":"2026-04-29"},"_id":"6989","publisher":"IEEE","year":"2026","corporate_editor":["IEEE"],"date_updated":"2026-06-17T06:25:27Z","doi":"10.1109/DDECS69233.2026.11520985","page":"1-5","status":"public"},{"department":[{"_id":"103"}],"user_id":"261203","author":[{"id":"255787","first_name":"Kaja","last_name":"Balzereit","full_name":"Balzereit, Kaja","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215091196","orcid":"0000-0001-9203-5902"},{"full_name":"Mechtenberg, Malte","first_name":"Malte","last_name":"Mechtenberg"},{"full_name":"Schneider, Axel","first_name":"Axel","last_name":"Schneider"}],"title":"Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder","type":"journal_article","publication_status":"published","citation":{"short":"K. Balzereit, M. Mechtenberg, A. Schneider, ArXiv (2026).","bibtex":"@article{Balzereit_Mechtenberg_Schneider_2026, title={Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder}, DOI={<a href=\"https://doi.org/10.48550/ARXIV.2605.07458\">10.48550/ARXIV.2605.07458</a>}, journal={arXiv}, author={Balzereit, Kaja and Mechtenberg, Malte and Schneider, Axel}, year={2026} }","ieee":"K. Balzereit, M. Mechtenberg, and A. Schneider, “Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder,” <i>arXiv</i>, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Balzereit, Kaja</span> ; <span style=\"font-variant:small-caps;\">Mechtenberg, Malte</span> ; <span style=\"font-variant:small-caps;\">Schneider, Axel</span>: Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder. 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