--- _id: '5972' author: - first_name: Lina full_name: Döring, Lina id: '231689' last_name: Döring orcid: 0009-0000-3555-4183 - first_name: Sebastian full_name: Trojahn, Sebastian last_name: Trojahn - first_name: Pascal full_name: Reusch, Pascal id: '223271' last_name: Reusch citation: alphadin: 'Döring, Lina ; Trojahn, Sebastian ; Reusch, Pascal: Partial Twin – Pragmatic Digital Twin Adoption for SMEs. In: Otto von Guericke University Library, Magdeburg, Germany (Hrsg.): 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management. Bd. 18. Magdeburg : Otto von Guericke University Library, Magdeburg, Germany, 2025' ama: 'Döring L, Trojahn S, Reusch P. Partial Twin – Pragmatic Digital Twin Adoption for SMEs. In: Otto von Guericke University Library, Magdeburg, Germany, ed. 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management. Vol 18. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany; 2025. doi:10.57720/5972' apa: 'Döring, L., Trojahn, S., & Reusch, P. (2025). Partial Twin – Pragmatic Digital Twin Adoption for SMEs. In Otto von Guericke University Library, Magdeburg, Germany (Ed.), 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management (Vol. 18). Magdeburg: Otto von Guericke University Library, Magdeburg, Germany. https://doi.org/10.57720/5972' bibtex: '@inproceedings{Döring_Trojahn_Reusch_2025, place={Magdeburg}, title={Partial Twin – Pragmatic Digital Twin Adoption for SMEs}, volume={18}, DOI={10.57720/5972}, booktitle={18th 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={Otto von Guericke University Library, Magdeburg, GermanyEditor}, year={2025} }' chicago: 'Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Partial Twin – Pragmatic Digital Twin Adoption for SMEs.” In 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, edited by Otto von Guericke University Library, Magdeburg, Germany, Vol. 18. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany, 2025. https://doi.org/10.57720/5972.' ieee: L. Döring, S. Trojahn, and P. Reusch, “Partial Twin – Pragmatic Digital Twin Adoption for SMEs,” in 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Magdeburg, 2025, vol. 18. mla: Döring, Lina, et al. “Partial Twin – Pragmatic Digital Twin Adoption for SMEs.” 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, edited by Otto von Guericke University Library, Magdeburg, Germany, vol. 18, Otto von Guericke University Library, Magdeburg, Germany, 2025, doi:10.57720/5972. short: 'L. Döring, S. Trojahn, P. Reusch, in: Otto von Guericke University Library, Magdeburg, Germany (Ed.), 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Otto von Guericke University Library, Magdeburg, Germany, Magdeburg, 2025.' conference: end_date: 2025-06-17 location: Magdeburg name: International Doctoral Students Workshop on Logistics, Supply Chain and Production Management start_date: 2025-06-16 corporate_editor: - Otto von Guericke University Library, Magdeburg, Germany date_created: 2025-06-27T07:23:30Z date_updated: 2026-03-17T15:29:25Z department: - _id: '103' doi: 10.57720/5972 intvolume: ' 18' keyword: - Digital Twin - Small and medium sized companies - SME - production optimization language: - iso: eng main_file_link: - open_access: '1' url: http://dx.doi.org/10.25673/119021 oa: '1' place: Magdeburg publication: 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management publication_status: published publisher: Otto von Guericke University Library, Magdeburg, Germany quality_controlled: '1' related_material: link: - relation: contains url: https://opendata.uni-halle.de//handle/1981185920/120977 record: - id: '6037' relation: later_version status: public status: public title: Partial Twin – Pragmatic Digital Twin Adoption for SMEs tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: conference urn: urn:nbn:de:hbz:bi10-59727 user_id: '220548' volume: 18 year: '2025' ... --- _id: '6037' author: - first_name: Lina full_name: Döring, Lina id: '231689' last_name: Döring orcid: 0009-0000-3555-4183 orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-3555-4183/work/187041485 - first_name: Sebastian full_name: Trojahn, Sebastian last_name: Trojahn - first_name: Pascal full_name: Reusch, Pascal id: '223271' last_name: Reusch citation: alphadin: 'Döring, Lina ; Trojahn, Sebastian ; Reusch, Pascal: Partial Twin – Pragmatic Digital Twin Adoption for SMEs. In: Otto von Guericke University Library, Magdeburg, Germany (Hrsg.): 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management. Bd. 18. Magdeburg : Otto von Guericke University Library, Magdeburg, Germany, 2025' ama: 'Döring L, Trojahn S, Reusch P. Partial Twin – Pragmatic Digital Twin Adoption for SMEs. In: Otto von Guericke University Library, Magdeburg, Germany, ed. 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management. Vol 18. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany; 2025. doi:10.57720/6037' apa: 'Döring, L., Trojahn, S., & Reusch, P. (2025). Partial Twin – Pragmatic Digital Twin Adoption for SMEs. In Otto von Guericke University Library, Magdeburg, Germany (Ed.), 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management (Vol. 18). Magdeburg: Otto von Guericke University Library, Magdeburg, Germany. https://doi.org/10.57720/6037' bibtex: '@inproceedings{Döring_Trojahn_Reusch_2025, place={Magdeburg}, title={Partial Twin – Pragmatic Digital Twin Adoption for SMEs}, volume={18}, DOI={10.57720/6037}, booktitle={18th 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={Otto von Guericke University Library, Magdeburg, GermanyEditor}, year={2025} }' chicago: 'Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Partial Twin – Pragmatic Digital Twin Adoption for SMEs.” In 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, edited by Otto von Guericke University Library, Magdeburg, Germany, Vol. 18. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany, 2025. https://doi.org/10.57720/6037.' ieee: L. Döring, S. Trojahn, and P. Reusch, “Partial Twin – Pragmatic Digital Twin Adoption for SMEs,” in 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Magdeburg, 2025, vol. 18. mla: Döring, Lina, et al. “Partial Twin – Pragmatic Digital Twin Adoption for SMEs.” 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, edited by Otto von Guericke University Library, Magdeburg, Germany, vol. 18, Otto von Guericke University Library, Magdeburg, Germany, 2025, doi:10.57720/6037. short: 'L. Döring, S. Trojahn, P. Reusch, in: Otto von Guericke University Library, Magdeburg, Germany (Ed.), 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Otto von Guericke University Library, Magdeburg, Germany, Magdeburg, 2025.' conference: end_date: 2025-06-17 location: Magdeburg name: International Doctoral Students Workshop on Logistics, Supply Chain and Production Management start_date: 2025-06-16 corporate_editor: - Otto von Guericke University Library, Magdeburg, Germany date_created: 2025-07-01T12:39:47Z date_updated: 2026-03-17T15:29:25Z department: - _id: '103' doi: 10.57720/6037 file: - access_level: open_access content_type: application/pdf creator: kwerth date_created: 2025-07-01T13:09:34Z date_updated: 2025-07-01T13:09:34Z file_id: '6039' file_name: Secondary_Publication_Döring_2025_Partial_Twin.pdf file_size: 1894636 relation: main_file success: 1 file_date_updated: 2025-07-01T13:09:34Z has_accepted_license: '1' intvolume: ' 18' keyword: - Digital Twin - Small and medium sized companies - SME - production optimization language: - iso: eng main_file_link: - open_access: '1' oa: '1' place: Magdeburg publication: 18th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management publication_status: published publisher: Otto von Guericke University Library, Magdeburg, Germany quality_controlled: '1' related_material: link: - description: 'This contains the original article published by Otto von Guericke University Magdeburg. Available online: http://dx.doi.org/10.25673/119021' relation: confirmation url: http://dx.doi.org/10.25673/119021 record: - id: '5972' relation: earlier_version status: public status: public title: Partial Twin – Pragmatic Digital Twin Adoption for SMEs tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: conference urn: urn:nbn:de:hbz:bi10-59727 user_id: '220548' volume: 18 year: '2025' ... --- _id: '5470' author: - first_name: Daniel full_name: Fischer, Daniel last_name: Fischer - first_name: Hannah M. full_name: Hüsener, Hannah M. last_name: Hüsener - first_name: Felix full_name: Grumbach, Felix id: '243801' last_name: Grumbach orcid: 0000-0001-6348-7897 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6348-7897/work/177055139 - first_name: Lukas full_name: Vollenkemper, Lukas id: '245570' last_name: Vollenkemper - first_name: Arthur full_name: Müller, Arthur last_name: Müller - first_name: Pascal full_name: Reusch, Pascal id: '223271' last_name: Reusch citation: alphadin: 'Fischer, Daniel ; Hüsener, Hannah M. ; Grumbach, Felix ; Vollenkemper, Lukas ; Müller, Arthur ; Reusch, Pascal: Demystifying Reinforcement Learning in Production Scheduling via Explainable AI. In: arXiv, Cornell University (2024)' ama: Fischer D, Hüsener HM, Grumbach F, Vollenkemper L, Müller A, Reusch P. Demystifying Reinforcement Learning in Production Scheduling via Explainable AI. arXiv. 2024. doi:10.48550/ARXIV.2408.09841 apa: Fischer, D., Hüsener, H. M., Grumbach, F., Vollenkemper, L., Müller, A., & Reusch, P. (2024). Demystifying Reinforcement Learning in Production Scheduling via Explainable AI. ArXiv. https://doi.org/10.48550/ARXIV.2408.09841 bibtex: '@article{Fischer_Hüsener_Grumbach_Vollenkemper_Müller_Reusch_2024, title={Demystifying Reinforcement Learning in Production Scheduling via Explainable AI}, DOI={10.48550/ARXIV.2408.09841}, journal={arXiv}, publisher={Cornell University}, author={Fischer, Daniel and Hüsener, Hannah M. and Grumbach, Felix and Vollenkemper, Lukas and Müller, Arthur and Reusch, Pascal}, year={2024} }' chicago: Fischer, Daniel, Hannah M. Hüsener, Felix Grumbach, Lukas Vollenkemper, Arthur Müller, and Pascal Reusch. “Demystifying Reinforcement Learning in Production Scheduling via Explainable AI.” ArXiv, 2024. https://doi.org/10.48550/ARXIV.2408.09841. ieee: D. Fischer, H. M. Hüsener, F. Grumbach, L. Vollenkemper, A. Müller, and P. Reusch, “Demystifying Reinforcement Learning in Production Scheduling via Explainable AI,” arXiv, 2024. mla: Fischer, Daniel, et al. “Demystifying Reinforcement Learning in Production Scheduling via Explainable AI.” ArXiv, Cornell University, 2024, doi:10.48550/ARXIV.2408.09841. short: D. Fischer, H.M. Hüsener, F. Grumbach, L. Vollenkemper, A. Müller, P. Reusch, ArXiv (2024). date_created: 2025-01-30T13:40:38Z date_updated: 2026-03-17T15:29:18Z doi: 10.48550/ARXIV.2408.09841 language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/2408.09841 oa: '1' publication: arXiv publication_status: published publisher: Cornell University status: public title: Demystifying Reinforcement Learning in Production Scheduling via Explainable AI type: journal_article user_id: '220548' year: '2024' ... --- _id: '5472' author: - first_name: Lina full_name: Döring, Lina id: '231689' last_name: Döring orcid: 0009-0000-3555-4183 - first_name: Felix full_name: Grumbach, Felix id: '243801' last_name: Grumbach orcid: 0000-0001-6348-7897 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6348-7897/work/177055069 - first_name: Pascal full_name: Reusch, Pascal id: '223271' last_name: Reusch citation: alphadin: 'Döring, Lina ; Grumbach, Felix ; Reusch, Pascal: Optimizing Sales Forecasts through Automated Integration of Market Indicators. In: arXiv, Cornell University (2024)' ama: Döring L, Grumbach F, Reusch P. Optimizing Sales Forecasts through Automated Integration of Market Indicators. arXiv. 2024. doi:10.48550/ARXIV.2406.07564 apa: Döring, L., Grumbach, F., & Reusch, P. (2024). Optimizing Sales Forecasts through Automated Integration of Market Indicators. ArXiv. https://doi.org/10.48550/ARXIV.2406.07564 bibtex: '@article{Döring_Grumbach_Reusch_2024, title={Optimizing Sales Forecasts through Automated Integration of Market Indicators}, DOI={10.48550/ARXIV.2406.07564}, journal={arXiv}, publisher={Cornell University}, author={Döring, Lina and Grumbach, Felix and Reusch, Pascal}, year={2024} }' chicago: Döring, Lina, Felix Grumbach, and Pascal Reusch. “Optimizing Sales Forecasts through Automated Integration of Market Indicators.” ArXiv, 2024. https://doi.org/10.48550/ARXIV.2406.07564. ieee: L. Döring, F. Grumbach, and P. Reusch, “Optimizing Sales Forecasts through Automated Integration of Market Indicators,” arXiv, 2024. mla: Döring, Lina, et al. “Optimizing Sales Forecasts through Automated Integration of Market Indicators.” ArXiv, Cornell University, 2024, doi:10.48550/ARXIV.2406.07564. short: L. Döring, F. Grumbach, P. Reusch, ArXiv (2024). date_created: 2025-01-30T13:41:54Z date_updated: 2026-03-17T15:29:18Z doi: 10.48550/ARXIV.2406.07564 language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/2406.07564 oa: '1' publication: arXiv publication_status: published publisher: Cornell University status: public title: Optimizing Sales Forecasts through Automated Integration of Market Indicators type: journal_article user_id: '220548' year: '2024' ...