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This paper presents an interactive, web-based platform that enables side-by-side visual comparison of multiple neural network segmentation models applied to identical images. The system integrates three transformer-based segmentation models: a face-parsing network producing 19 semantic classes, a SegFormer-B3 clothing segmentation model with 18 classes, and a Mask2Former model for general-purpose scene segmentation spanning 150 ADE20K categories. Key contributions include side-by-side evaluation of model outputs across multiple architectures and image categories, with real-time segment highlighting and a scalable inference caching system that enables model comparisons without requiring repeated graphics processing unit (GPU) computation. The platform organizes a curated dataset of images under a hierarchical category taxonomy, supporting structured evaluation across demographic and contextual variables. As a practical use case, the system is applied within the ADRIAN project to assist in verifying identity consistency across images through segmentation-based analysis. The platform thus contributes a specialized artificial intelligence (AI) tool for systematic segmentation and object detection model evaluation within media analysis pipelines, where selecting appropriate models is a recurring challenge across tasks from identity verification to content moderation. 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Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality. In: Association for Computing Machinery (ACM), ed. <i>Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps</i>. New York, NY, USA: ACM; 2026:79-86. doi:<a href=\"https://doi.org/10.1145/3780045.3780061\">10.1145/3780045.3780061</a>","alphadin":"<span style=\"font-variant:small-caps;\">Fejer, George</span> ; <span style=\"font-variant:small-caps;\">Holzapfel, Till</span> ; <span style=\"font-variant:small-caps;\">Hirvonen, Taru</span> ; <span style=\"font-variant:small-caps;\">Lalidis Mateo, Anestis-Pere</span> ; <span style=\"font-variant:small-caps;\">Blum, Johannes</span> ; <span style=\"font-variant:small-caps;\">Gaebler, Michael</span> ; <span style=\"font-variant:small-caps;\">Lenggenhager, Bigna</span>: Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality. In: <span style=\"font-variant:small-caps;\">Association for Computing Machinery (ACM)</span> (Hrsg.): <i>Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps</i>. New York, NY, USA : ACM, 2026, S. 79–86","ieee":"G. Fejer <i>et al.</i>, “Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality,” in <i>Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps</i>, Ascona Switzerland, 2026, pp. 79–86.","mla":"Fejer, George, et al. “Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality.” <i>Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps</i>, edited by Association for Computing Machinery (ACM), ACM, 2026, pp. 79–86, doi:<a href=\"https://doi.org/10.1145/3780045.3780061\">10.1145/3780045.3780061</a>.","short":"G. Fejer, T. Holzapfel, T. Hirvonen, A.-P. Lalidis Mateo, J. Blum, M. Gaebler, B. Lenggenhager, in: Association for Computing Machinery (ACM) (Ed.), Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps, ACM, New York, NY, USA, 2026, pp. 79–86.","chicago":"Fejer, George, Till Holzapfel, Taru Hirvonen, Anestis-Pere Lalidis Mateo, Johannes Blum, Michael Gaebler, and Bigna Lenggenhager. “Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality.” In <i>Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps</i>, edited by Association for Computing Machinery (ACM), 79–86. New York, NY, USA: ACM, 2026. <a href=\"https://doi.org/10.1145/3780045.3780061\">https://doi.org/10.1145/3780045.3780061</a>.","apa":"Fejer, G., Holzapfel, T., Hirvonen, T., Lalidis Mateo, A.-P., Blum, J., Gaebler, M., &#38; Lenggenhager, B. (2026). Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality. In Association for Computing Machinery (ACM) (Ed.), <i>Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps</i> (pp. 79–86). New York, NY, USA: ACM. <a href=\"https://doi.org/10.1145/3780045.3780061\">https://doi.org/10.1145/3780045.3780061</a>"},"main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Heart rate variability biofeedback has emerged as a validated intervention for stress management and emotional regulation through coherence breathing techniques. Existing biofeedback systems typically present cardiac and respiratory signals as separate feedback channels or rely on discrete interface elements that fragment attention and disrupt immersion. We present a design framework that extends Viscereality, a bioresponsive VR framework originally developed for breath mapping, to integrate multi-channel biofeedback including heart rate within immersive VR, centered on a particle-based environment that functions as a spatial body-mapping interface. By leveraging bioresponsive breath interactions for embodiment and weak representational aesthetics for cardiac coherence, the framework aims to encode both streams within a shared visual substrate, reducing the attentional task-switching and experiential fragmentation that multi-channel displays otherwise risk. The system translates lung volume into spatial expansion and contraction of the environment itself, maps cardiac coherence onto affective visual dimensions (angularity, brightness, saturation, symmetry), and embeds breathing guidance within the same geometric substrate. We present the design rationale and implementation of this framework, with empirical validation of its effectiveness to be conducted in future studies."}],"user_id":"220548","date_created":"2026-09-16T08:44:02Z","publication_status":"published","status":"public","publication":"Proceedings of the 1st International Conference on Human-Computer Interaction in the Alps","keyword":["heart rate variability","biofeedback","virtual reality","affective state modulation","affective visualization","coherence breathing"],"title":"Breathing Space: Spatial Mapping of Breath and Cardiac Biofeedback for Affective State Representation and Coherence Training in Viscereality","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"quality_controlled":"1","oa":"1","file_date_updated":"2026-09-16T08:24:45Z","publisher":"ACM","has_accepted_license":"1","place":"New York, NY, USA","year":"2026"},{"oa":"1","title":"Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis","volume":5,"doi":"10.2196/94589","type":"journal_article","publisher":"JMIR Publications Inc.","year":"2026","author":[{"last_name":"Jagemann","orcid":"0000-0002-3468-3423","first_name":"Inga","full_name":"Jagemann, Inga","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3468-3423/work/226873432","id":"252878"},{"id":"247397","full_name":"Baudisch, Justin","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-5565-0228/work/226873433","orcid":"0000-0001-5565-0228","last_name":"Baudisch","first_name":"Justin"},{"id":"242294","first_name":"Thorsten","last_name":"Jungeblut","orcid":"0000-0001-7425-8766","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7425-8766/work/226873434","full_name":"Jungeblut, Thorsten"},{"full_name":"Maier, Günter W","last_name":"Maier","first_name":"Günter W"},{"orcid":"0000-0003-2143-4564","last_name":"Hirschfeld","first_name":"Gerrit","full_name":"Hirschfeld, Gerrit","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-2143-4564/work/226873436","id":"234690"}],"main_file_link":[{"open_access":"1"}],"_id":"7159","citation":{"chicago":"Jagemann, Inga, Justin Baudisch, Thorsten Jungeblut, Günter W Maier, and Gerrit Hirschfeld. “Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis.” <i>JMIR AI</i> 5 (2026): e94589–e94589. <a href=\"https://doi.org/10.2196/94589\">https://doi.org/10.2196/94589</a>.","apa":"Jagemann, I., Baudisch, J., Jungeblut, T., Maier, G. W., &#38; Hirschfeld, G. (2026). Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis. <i>JMIR AI</i>, <i>5</i>, e94589–e94589. <a href=\"https://doi.org/10.2196/94589\">https://doi.org/10.2196/94589</a>","alphadin":"<span style=\"font-variant:small-caps;\">Jagemann, Inga</span> ; <span style=\"font-variant:small-caps;\">Baudisch, Justin</span> ; <span style=\"font-variant:small-caps;\">Jungeblut, Thorsten</span> ; <span style=\"font-variant:small-caps;\">Maier, Günter W</span> ; <span style=\"font-variant:small-caps;\">Hirschfeld, Gerrit</span>: Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis. In: <i>JMIR AI</i> Bd. 5, JMIR Publications Inc. (2026), S. e94589–e94589","mla":"Jagemann, Inga, et al. “Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis.” <i>JMIR AI</i>, vol. 5, JMIR Publications Inc., 2026, pp. e94589–e94589, doi:<a href=\"https://doi.org/10.2196/94589\">10.2196/94589</a>.","ieee":"I. Jagemann, J. Baudisch, T. Jungeblut, G. W. Maier, and G. Hirschfeld, “Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis,” <i>JMIR AI</i>, vol. 5, pp. e94589–e94589, 2026.","short":"I. Jagemann, J. Baudisch, T. Jungeblut, G.W. Maier, G. Hirschfeld, JMIR AI 5 (2026) e94589–e94589.","bibtex":"@article{Jagemann_Baudisch_Jungeblut_Maier_Hirschfeld_2026, title={Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis}, volume={5}, DOI={<a href=\"https://doi.org/10.2196/94589\">10.2196/94589</a>}, journal={JMIR AI}, publisher={JMIR Publications Inc.}, author={Jagemann, Inga and Baudisch, Justin and Jungeblut, Thorsten and Maier, Günter W and Hirschfeld, Gerrit}, year={2026}, pages={e94589–e94589} }","ama":"Jagemann I, Baudisch J, Jungeblut T, Maier GW, Hirschfeld G. Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis. <i>JMIR AI</i>. 2026;5:e94589-e94589. doi:<a href=\"https://doi.org/10.2196/94589\">10.2196/94589</a>"},"intvolume":"         5","user_id":"220548","abstract":[{"text":"Background: Smart home technology powered by AI can detect anomalies and make emergency calls, enabling residents to live safely and independently. However, the adoption of such technologies for medical emergency detection remains limited.\r\n\r\nObjective: This study aimed to explore consumer preferences for AI-based smart home technology for medical emergency detection and identify predictors such as sociodemographic variables, AI literacy, and technology affinity.\r\n\r\nMethod: A sample of 300 participants (172/300, 57.33% female; 128/300, 42.67% male, aged 18‐69 years) completed a choice-based conjoint analysis (CBCA). Participants evaluated 15 choice sets describing smart home variants based on cost, location, emergency detection rate, type of sensor, and data processing.\r\n\r\nResults: Cost was the most important attribute (relative importance [RI]=41%), followed by emergency detection rate (RI=19%), data processing (RI=14%), and location (RI=14%). The type of sensor was the least important attribute (RI=9%). The preferred configuration combined an annual subscription of €70 (US $82), a 95% detection rate, wearable sensors, personalized AI, and installation in both intimate and shared rooms. Notably, 68.3% (205/300) of participants showed a positive none utility, indicating that even the optimal configuration did not overcome general reluctance to adopt such systems. While most expected correlations between sociodemographic variables and attribute importances were not observed, a significant correlation between self-reported health status and emergency detection rate was found (r=.16, P=.007). Interestingly, 61% (167/270) of participants preferred AI over human involvement in data processing, but logistic regression revealed that a significant correlation between self-reported health status and emergency detection rate was found (OR=0.58, P=.04).\r\n\r\nConclusions: These findings highlight the need to align smart home development with user preferences, emphasizing cost-effectiveness. Additionally, AI literacy plays an important role in technology adoption in the context of AI-based smart home technology. Further research is needed to understand and address the reluctance to adopt AI for medical emergency detection.","lang":"eng"}],"language":[{"iso":"eng"}],"publication_identifier":{"eissn":["2817-1705"]},"publication":"JMIR AI","date_updated":"2026-09-16T08:20:11Z","status":"public","publication_status":"published","date_created":"2026-09-15T22:05:30Z","page":"e94589-e94589"},{"file":[{"success":1,"creator":"aehrmann","date_updated":"2026-09-08T12:56:34Z","date_created":"2026-09-08T12:56:34Z","access_level":"open_access","file_name":"_2026_Wehlage_MedComm7_e70985.pdf","content_type":"application/pdf","relation":"main_file","file_id":"7147","file_size":1139958}],"article_number":"e70985","article_type":"original","year":"2026","has_accepted_license":"1","type":"journal_article","issue":"9","doi":"10.1002/mco2.70985","volume":7,"tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"publisher":"Wiley","oa":"1","file_date_updated":"2026-09-08T12:56:34Z","title":"Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs","project":[{"_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7","name":"Institut für Technische Energie-Systeme"}],"urn":"urn:nbn:de:hbz:bi10-71466","quality_controlled":"1","status":"public","publication":"MedComm","date_updated":"2026-09-11T08:38:46Z","date_created":"2026-09-08T12:57:10Z","publication_status":"published","user_id":"220548","publication_identifier":{"issn":["2688-2663"],"eissn":["2688-2663"]},"language":[{"iso":"eng"}],"citation":{"chicago":"Wehlage, Daria, Mia Göcht, Andrea Ehrmann, and Birgit Andrée. “Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs.” <i>MedComm</i> 7, no. 9 (2026). <a href=\"https://doi.org/10.1002/mco2.70985\">https://doi.org/10.1002/mco2.70985</a>.","apa":"Wehlage, D., Göcht, M., Ehrmann, A., &#38; Andrée, B. (2026). Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs. <i>MedComm</i>, <i>7</i>(9). <a href=\"https://doi.org/10.1002/mco2.70985\">https://doi.org/10.1002/mco2.70985</a>","short":"D. Wehlage, M. Göcht, A. Ehrmann, B. Andrée, MedComm 7 (2026).","alphadin":"<span style=\"font-variant:small-caps;\">Wehlage, Daria</span> ; <span style=\"font-variant:small-caps;\">Göcht, Mia</span> ; <span style=\"font-variant:small-caps;\">Ehrmann, Andrea</span> ; <span style=\"font-variant:small-caps;\">Andrée, Birgit</span>: Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs. In: <i>MedComm</i> Bd. 7, Wiley (2026), Nr. 9","ieee":"D. Wehlage, M. Göcht, A. Ehrmann, and B. Andrée, “Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs,” <i>MedComm</i>, vol. 7, no. 9, 2026.","mla":"Wehlage, Daria, et al. “Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs.” <i>MedComm</i>, vol. 7, no. 9, e70985, Wiley, 2026, doi:<a href=\"https://doi.org/10.1002/mco2.70985\">10.1002/mco2.70985</a>.","bibtex":"@article{Wehlage_Göcht_Ehrmann_Andrée_2026, title={Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs}, volume={7}, DOI={<a href=\"https://doi.org/10.1002/mco2.70985\">10.1002/mco2.70985</a>}, number={9e70985}, journal={MedComm}, publisher={Wiley}, author={Wehlage, Daria and Göcht, Mia and Ehrmann, Andrea and Andrée, Birgit}, year={2026} }","ama":"Wehlage D, Göcht M, Ehrmann A, Andrée B. Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs. <i>MedComm</i>. 2026;7(9). doi:<a href=\"https://doi.org/10.1002/mco2.70985\">10.1002/mco2.70985</a>"},"_id":"7146","intvolume":"         7","author":[{"full_name":"Wehlage, Daria","last_name":"Wehlage","first_name":"Daria"},{"full_name":"Göcht, Mia","first_name":"Mia","last_name":"Göcht"},{"id":"223776","last_name":"Ehrmann","orcid":"0000-0003-0695-3905","first_name":"Andrea","full_name":"Ehrmann, Andrea","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0695-3905/work/226097852"},{"full_name":"Andrée, Birgit","first_name":"Birgit","last_name":"Andrée"}]},{"author":[{"first_name":"Robert P.","last_name":"Schiller","full_name":"Schiller, Robert P."},{"orcid":"0000-0003-0616-1027","last_name":"Weisser","first_name":"Christoph","full_name":"Weisser, Christoph","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/226396719","id":"264138"},{"last_name":"Müller","first_name":"Klaus-Robert","full_name":"Müller, Klaus-Robert"},{"full_name":"Ochsenfeld, Christian","first_name":"Christian","last_name":"Ochsenfeld"},{"last_name":"Semnani","first_name":"Parastoo","full_name":"Semnani, Parastoo"}],"main_file_link":[{"open_access":"1"}],"citation":{"bibtex":"@book{Schiller_Weisser_Müller_Ochsenfeld_Semnani_2026, title={TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction}, DOI={<a href=\"https://doi.org/10.26434/chemrxiv.15008270/v2\">10.26434/chemrxiv.15008270/v2</a>}, author={Schiller, Robert P. and Weisser, Christoph and Müller, Klaus-Robert and Ochsenfeld, Christian and Semnani, Parastoo}, year={2026} }","ama":"Schiller RP, Weisser C, Müller K-R, Ochsenfeld C, Semnani P. <i>TAME: Element-Wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction</i>.; 2026. doi:<a href=\"https://doi.org/10.26434/chemrxiv.15008270/v2\">10.26434/chemrxiv.15008270/v2</a>","alphadin":"<span style=\"font-variant:small-caps;\">Schiller, Robert P.</span> ; <span style=\"font-variant:small-caps;\">Weisser, Christoph</span> ; <span style=\"font-variant:small-caps;\">Müller, Klaus-Robert</span> ; <span style=\"font-variant:small-caps;\">Ochsenfeld, Christian</span> ; <span style=\"font-variant:small-caps;\">Semnani, Parastoo</span>: <i>TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction</i>, 2026","mla":"Schiller, Robert P., et al. <i>TAME: Element-Wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction</i>. 2026, doi:<a href=\"https://doi.org/10.26434/chemrxiv.15008270/v2\">10.26434/chemrxiv.15008270/v2</a>.","ieee":"R. P. Schiller, C. Weisser, K.-R. Müller, C. Ochsenfeld, and P. Semnani, <i>TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction</i>. 2026.","short":"R.P. Schiller, C. Weisser, K.-R. Müller, C. Ochsenfeld, P. Semnani, TAME: Element-Wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction, 2026.","chicago":"Schiller, Robert P., Christoph Weisser, Klaus-Robert Müller, Christian Ochsenfeld, and Parastoo Semnani. <i>TAME: Element-Wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction</i>, 2026. <a href=\"https://doi.org/10.26434/chemrxiv.15008270/v2\">https://doi.org/10.26434/chemrxiv.15008270/v2</a>.","apa":"Schiller, R. P., Weisser, C., Müller, K.-R., Ochsenfeld, C., &#38; Semnani, P. (2026). <i>TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction</i>. <a href=\"https://doi.org/10.26434/chemrxiv.15008270/v2\">https://doi.org/10.26434/chemrxiv.15008270/v2</a>"},"_id":"7152","user_id":"220548","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Property prediction for molecules and materials is bottlenecked by label scarcity, and in this regime the operative failure mode is not a low mean but an unpredictable tail: individual training runs collapse. The three dominant molecular representations fail in complementary ways?physicochemical descriptors are exact but fixed, graph neural networks learn topology but degenerate under sparse supervision, and language models supply semantic context but cannot compute exact quantities? yet combining them is itself the learning problem, because modality-level scalar gating commits the whole model to one trust weight per source. We introduce TAME, a tri-modal encoder whose element-wise Mixture-of-Experts router assigns an independent modality mixture to every hidden coordinate, stabilized by a balance?entropy regularizer, a closed-form gate initialization (? = log τ ) that is intended to remove router burn-in, and two-stage self-supervised graph pretraining. On scaffold-split BACE (≈ 1.5k molecules, 100 seeds) we evaluate two fusion topologies, each against its own graph-only control. In both, adding the text and descriptor experts contracts the seed-to-seed distribution of the threshold-free metrics?ROC-AUC σ falls five-fold in the flat topology and 1.6-fold in the hierarchical one, whose control was already the tighter of the two?and the collapse tail reaching ROC-AUC ≈ 0.45 that the weaker single-modality configurations carry is absent from the fused models while accuracy is retained. Each comparison is matched on everything but the fusion stage, isolating its effect. The router allocates a distinct mixture to each coordinate, which no scalar gate can represent, and the entropy weight moves that allocation continuously between graded mixing and a near-binary regime in which each coordinate is claimed outright by one modality. Fused-representation alignment tracks encoder quality without supervision, shifting from text to topology once pretraining lifts the graph embedding out of rank-1 collapse. The same three experts map onto crystal graphs, composition?structure descriptors and literature-mined text. These three modalities recur unchanged across molecular and inorganic chemistry, so TAME is a single interpretable recipe for turning volatile low-data predictors into reliable, self-explaining ones, wherever data are scarce and every failed prediction costs a real experiment."}],"date_updated":"2026-09-11T08:11:21Z","status":"public","publication_status":"published","date_created":"2026-09-10T07:31:07Z","oa":"1","title":"TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction","type":"working_paper","doi":"10.26434/chemrxiv.15008270/v2","year":"2026"},{"file":[{"success":1,"creator":"snadolny1","date_updated":"2026-09-09T08:49:11Z","access_level":"open_access","date_created":"2026-09-09T08:49:11Z","file_name":"ssrn-6953540.pdf","relation":"main_file","content_type":"application/pdf","file_id":"7148","file_size":337001}],"year":"2026","publisher":"Elsevier BV","has_accepted_license":"1","type":"journal_article","title":"Case management and care expertise as a prevention approach for adults with intellectual disabilities: results of a randomized-controlled trial","urn":"urn:nbn:de:hbz:bi10-70388","oa":"1","file_date_updated":"2026-09-09T08:49:11Z","date_created":"2026-07-08T03:02:25Z","publication_status":"published","status":"public","date_updated":"2026-09-09T08:49:15Z","publication":"Preprint","language":[{"iso":"eng"}],"user_id":"250073","citation":{"chicago":"Nadolny, Stephan, Marie Grunwald, Annika Gröndahl, Sarah Palmdorf, Karina Ilskens, Nina Borchardt, Annika Maaß, et al. “Case Management and Care Expertise as a Prevention Approach for Adults with Intellectual Disabilities: Results of a Randomized-Controlled Trial.” <i>Preprint</i>, 2026.","apa":"Nadolny, S., Grunwald, M., Gröndahl, A., Palmdorf, S., Ilskens, K., Borchardt, N., … Latteck, Ä.-D. (2026). Case management and care expertise as a prevention approach for adults with intellectual disabilities: results of a randomized-controlled trial. <i>Preprint</i>.","ama":"Nadolny S, Grunwald M, Gröndahl A, et al. Case management and care expertise as a prevention approach for adults with intellectual disabilities: results of a randomized-controlled trial. <i>Preprint</i>. 2026.","bibtex":"@article{Nadolny_Grunwald_Gröndahl_Palmdorf_Ilskens_Borchardt_Maaß_Schulenkorf_Schniering_Afroukhte_et al._2026, title={Case management and care expertise as a prevention approach for adults with intellectual disabilities: results of a randomized-controlled trial}, journal={Preprint}, publisher={Elsevier BV}, author={Nadolny, Stephan and Grunwald, Marie and Gröndahl, Annika and Palmdorf, Sarah and Ilskens, Karina and Borchardt, Nina and Maaß, Annika and Schulenkorf, Tessa and Schniering, Stefanie and Afroukhte, Dariusch and et al.}, year={2026} }","ieee":"S. Nadolny <i>et al.</i>, “Case management and care expertise as a prevention approach for adults with intellectual disabilities: results of a randomized-controlled trial,” <i>Preprint</i>, 2026.","mla":"Nadolny, Stephan, et al. “Case Management and Care Expertise as a Prevention Approach for Adults with Intellectual Disabilities: Results of a Randomized-Controlled Trial.” <i>Preprint</i>, Elsevier BV, 2026.","alphadin":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Nadolny, Stephan</span> ; <span style=\"font-variant:small-caps;\">Grunwald, Marie</span> ; <span style=\"font-variant:small-caps;\">Gröndahl, Annika</span> ; <span style=\"font-variant:small-caps;\">Palmdorf, Sarah</span> ; <span style=\"font-variant:small-caps;\">Ilskens, Karina</span> ; <span style=\"font-variant:small-caps;\">Borchardt, Nina</span> ; <span style=\"font-variant:small-caps;\">Maaß, Annika</span> ; <span style=\"font-variant:small-caps;\">Schulenkorf, Tessa</span> ; u. a.</span>: Case management and care expertise as a prevention approach for adults with intellectual disabilities: results of a randomized-controlled trial. In: <i>Preprint</i>, Elsevier BV (2026)","short":"S. Nadolny, M. Grunwald, A. Gröndahl, S. Palmdorf, K. Ilskens, N. Borchardt, A. Maaß, T. Schulenkorf, S. Schniering, D. Afroukhte, M.T. Richter, M. Offermanns, A.K. Parloh, C. Grebe, Ä.-D. Latteck, Preprint (2026)."},"_id":"7038","main_file_link":[{"open_access":"1"}],"author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-6826-6433/work/220030920","full_name":"Nadolny, Stephan","first_name":"Stephan","last_name":"Nadolny","orcid":"0000-0002-6826-6433","id":"250073"},{"full_name":"Grunwald, Marie","first_name":"Marie","last_name":"Grunwald"},{"id":"239953","first_name":"Annika","orcid":"0000-0002-8452-3890","last_name":"Gröndahl","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8452-3890/work/220030921","full_name":"Gröndahl, Annika"},{"id":"242943","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7804-3383/work/220030922","full_name":"Palmdorf, Sarah","first_name":"Sarah","orcid":"0000-0001-7804-3383","last_name":"Palmdorf"},{"full_name":"Ilskens, Karina","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-1071-5889/work/220030923","orcid":"0000-0003-1071-5889","last_name":"Ilskens","first_name":"Karina","id":"245406"},{"full_name":"Borchardt, Nina","last_name":"Borchardt","first_name":"Nina"},{"last_name":"Maaß","first_name":"Annika","full_name":"Maaß, Annika"},{"id":"252937","full_name":"Schulenkorf, Tessa","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6666-9290/work/220030924","orcid":"0000-0001-6666-9290","last_name":"Schulenkorf","first_name":"Tessa"},{"full_name":"Schniering, Stefanie","last_name":"Schniering","first_name":"Stefanie"},{"last_name":"Afroukhte","first_name":"Dariusch","full_name":"Afroukhte, Dariusch"},{"full_name":"Richter, Miriam  Tariba","first_name":"Miriam  Tariba","last_name":"Richter"},{"full_name":"Offermanns, Matthias","first_name":"Matthias","last_name":"Offermanns"},{"last_name":"Parloh","first_name":"Ann  Kathrin","full_name":"Parloh, Ann  Kathrin"},{"first_name":"Christian","last_name":"Grebe","orcid":"0000-0002-1944-7422","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1944-7422/work/220030926","full_name":"Grebe, Christian","id":"216140"},{"full_name":"Latteck, Änne-Dörte","last_name":"Latteck","first_name":"Änne-Dörte","id":"206662"}]},{"main_file_link":[{"open_access":"1"}],"citation":{"apa":"Berlik, S., &#38; Seidpisheh, M. (2026). A Unified Framework for Intelligent Product Configuration Using Knowledge Graphs and Bayesian Networks. In M. Manns (Ed.), <i>New Paradigms for Anticipated Uncertainty. Proceedings of the 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025), Siegen, Germany, September 2025</i> (pp. 131–141). Cham: Springer Nature Switzerland. <a href=\"https://doi.org/10.1007/978-3-032-16889-4_13\">https://doi.org/10.1007/978-3-032-16889-4_13</a>","chicago":"Berlik, Stefan, and Mohammad Seidpisheh. “A Unified Framework for Intelligent Product Configuration Using Knowledge Graphs and Bayesian Networks.” In <i>New Paradigms for Anticipated Uncertainty. Proceedings of the 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025), Siegen, Germany, September 2025</i>, edited by Martin Manns, 131–41. Lecture Notes in Mechanical Engineering. Cham: Springer Nature Switzerland, 2026. <a href=\"https://doi.org/10.1007/978-3-032-16889-4_13\">https://doi.org/10.1007/978-3-032-16889-4_13</a>.","ama":"Berlik S, Seidpisheh M. A Unified Framework for Intelligent Product Configuration Using Knowledge Graphs and Bayesian Networks. In: Manns M, ed. <i>New Paradigms for Anticipated Uncertainty. Proceedings of the 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025), Siegen, Germany, September 2025</i>. Lecture Notes in Mechanical Engineering. Cham: Springer Nature Switzerland; 2026:131-141. doi:<a href=\"https://doi.org/10.1007/978-3-032-16889-4_13\">10.1007/978-3-032-16889-4_13</a>","bibtex":"@inproceedings{Berlik_Seidpisheh_2026, place={Cham}, series={Lecture Notes in Mechanical Engineering}, title={A Unified Framework for Intelligent Product Configuration Using Knowledge Graphs and Bayesian Networks}, DOI={<a href=\"https://doi.org/10.1007/978-3-032-16889-4_13\">10.1007/978-3-032-16889-4_13</a>}, booktitle={New Paradigms for Anticipated Uncertainty. Proceedings of the 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025), Siegen, Germany, September 2025}, publisher={Springer Nature Switzerland}, author={Berlik, Stefan and Seidpisheh, Mohammad}, editor={Manns, MartinEditor}, year={2026}, pages={131–141}, collection={Lecture Notes in Mechanical Engineering} }","ieee":"S. Berlik and M. Seidpisheh, “A Unified Framework for Intelligent Product Configuration Using Knowledge Graphs and Bayesian Networks,” in <i>New Paradigms for Anticipated Uncertainty. Proceedings of the 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025), Siegen, Germany, September 2025</i>, Siegen, 2026, pp. 131–141.","mla":"Berlik, Stefan, and Mohammad Seidpisheh. “A Unified Framework for Intelligent Product Configuration Using Knowledge Graphs and Bayesian Networks.” <i>New Paradigms for Anticipated Uncertainty. Proceedings of the 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025), Siegen, Germany, September 2025</i>, edited by Martin Manns, Springer Nature Switzerland, 2026, pp. 131–41, doi:<a href=\"https://doi.org/10.1007/978-3-032-16889-4_13\">10.1007/978-3-032-16889-4_13</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Berlik, Stefan</span> ; <span style=\"font-variant:small-caps;\">Seidpisheh, Mohammad</span>: A Unified Framework for Intelligent Product Configuration Using Knowledge Graphs and Bayesian Networks. In: <span style=\"font-variant:small-caps;\">Manns, M.</span> (Hrsg.): <i>New Paradigms for Anticipated Uncertainty. Proceedings of the 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025), Siegen, Germany, September 2025</i>, <i>Lecture Notes in Mechanical Engineering</i>. Cham : Springer Nature Switzerland, 2026, S. 131–141","short":"S. Berlik, M. Seidpisheh, in: M. Manns (Ed.), New Paradigms for Anticipated Uncertainty. Proceedings of the 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025), Siegen, Germany, September 2025, Springer Nature Switzerland, Cham, 2026, pp. 131–141."},"_id":"7144","editor":[{"first_name":"Martin","last_name":"Manns","full_name":"Manns, Martin"}],"author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0007-3242-4501/work/226068666","full_name":"Berlik, Stefan","first_name":"Stefan","last_name":"Berlik","orcid":"0009-0007-3242-4501","id":"237529"},{"id":"258037","first_name":"Mohammad","last_name":"Seidpisheh","orcid":"0000-0002-2976-9206","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-2976-9206/work/226068667","full_name":"Seidpisheh, Mohammad"}],"date_updated":"2026-09-08T08:45:48Z","publication":"New Paradigms for Anticipated Uncertainty. Proceedings of the 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025), Siegen, Germany, September 2025","status":"public","publication_status":"published","page":"131-141","date_created":"2026-09-07T17:05:29Z","user_id":"220548","abstract":[{"text":"The increasing complexity of product configurations demands intelligent systems that effectively integrate customer requirements, dependencies, and uncertainties. This paper introduces a unified framework combining Knowledge Graphs (KGs) and Bayesian Networks (BNs) to enhance the efficiency and adaptability of product configuration processes. KGs provide a semantic foundation for product information, ensuring interoperability and explicit relationship modeling. BNs enhance this through probabilistic reasoning, allowing the system to manage uncertainties and dynamically generate optimal configurations. The integration of deterministic, rule-based reasoning from ontologies with the probabilistic nature of BNs automates suggestions, predicts user preferences, and reduces complexity. This framework streamlines user interactions through intelligent form pre-filling and contextually relevant suggestions, even under uncertainty. By employing an ontology-based representation of BNs, the components fit seamlessly into the KG, creating a cohesive and unified framework that balances scalability and user-centric design to address modern configuration challenges.                ","lang":"eng"}],"language":[{"iso":"eng"}],"publication_identifier":{"issn":["2195-4356"],"eissn":["2195-4364"],"eisbn":["978-3-032-16889-4"],"isbn":["978-3-032-16888-7"]},"conference":{"end_date":"2025-09-12","name":"10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV 2025) and the 12th World Mass Customization and Personalization Conference (MCPC 2025)","location":"Siegen","start_date":"2025-09-09"},"oa":"1","title":"A Unified Framework for Intelligent Product Configuration Using Knowledge Graphs and Bayesian Networks","year":"2026","series_title":"Lecture Notes in Mechanical Engineering","place":"Cham","type":"conference","doi":"10.1007/978-3-032-16889-4_13","publisher":"Springer Nature Switzerland"},{"quality_controlled":"1","title":"Symptom Management in Chronic Heart Failure: Strategies and Behaviours From Patients’ Perspectives—A Scoping Review","oa":"1","year":"2026","tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"publisher":"Wiley","doi":"10.1111/hex.70667","type":"journal_article","issue":"2","volume":29,"intvolume":"        29","_id":"6977","citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Pietsch, Severin</span> ; <span style=\"font-variant:small-caps;\">Köpke, Sascha</span> ; <span style=\"font-variant:small-caps;\">Büker, Christa</span> ; <span style=\"font-variant:small-caps;\">Müller, Irene</span>: Symptom Management in Chronic Heart Failure: Strategies and Behaviours From Patients’ Perspectives—A Scoping Review. In: <i>Health Expectations</i> Bd. 29, Wiley (2026), Nr. 2","ieee":"S. Pietsch, S. Köpke, C. Büker, and I. Müller, “Symptom Management in Chronic Heart Failure: Strategies and Behaviours From Patients’ Perspectives—A Scoping Review,” <i>Health Expectations</i>, vol. 29, no. 2, 2026.","mla":"Pietsch, Severin, et al. “Symptom Management in Chronic Heart Failure: Strategies and Behaviours From Patients’ Perspectives—A Scoping Review.” <i>Health Expectations</i>, vol. 29, no. 2, Wiley, 2026, doi:<a href=\"https://doi.org/10.1111/hex.70667\">10.1111/hex.70667</a>.","short":"S. Pietsch, S. Köpke, C. Büker, I. Müller, Health Expectations 29 (2026).","bibtex":"@article{Pietsch_Köpke_Büker_Müller_2026, title={Symptom Management in Chronic Heart Failure: Strategies and Behaviours From Patients’ Perspectives—A Scoping Review}, volume={29}, DOI={<a href=\"https://doi.org/10.1111/hex.70667\">10.1111/hex.70667</a>}, number={2}, journal={Health Expectations}, publisher={Wiley}, author={Pietsch, Severin and Köpke, Sascha and Büker, Christa and Müller, Irene}, year={2026} }","ama":"Pietsch S, Köpke S, Büker C, Müller I. Symptom Management in Chronic Heart Failure: Strategies and Behaviours From Patients’ Perspectives—A Scoping Review. <i>Health Expectations</i>. 2026;29(2). doi:<a href=\"https://doi.org/10.1111/hex.70667\">10.1111/hex.70667</a>","chicago":"Pietsch, Severin, Sascha Köpke, Christa Büker, and Irene Müller. “Symptom Management in Chronic Heart Failure: Strategies and Behaviours From Patients’ Perspectives—A Scoping Review.” <i>Health Expectations</i> 29, no. 2 (2026). <a href=\"https://doi.org/10.1111/hex.70667\">https://doi.org/10.1111/hex.70667</a>.","apa":"Pietsch, S., Köpke, S., Büker, C., &#38; Müller, I. (2026). Symptom Management in Chronic Heart Failure: Strategies and Behaviours From Patients’ Perspectives—A Scoping Review. <i>Health Expectations</i>, <i>29</i>(2). <a href=\"https://doi.org/10.1111/hex.70667\">https://doi.org/10.1111/hex.70667</a>"},"main_file_link":[{"open_access":"1"}],"author":[{"full_name":"Pietsch, Severin","last_name":"Pietsch","first_name":"Severin"},{"last_name":"Köpke","first_name":"Sascha","full_name":"Köpke, Sascha"},{"id":"225931","full_name":"Büker, Christa","first_name":"Christa","last_name":"Büker"},{"full_name":"Müller, Irene","last_name":"Müller","first_name":"Irene"}],"department":[{"_id":"4b342258-bee3-11eb-b75f-c9bf9d645214"}],"date_created":"2026-06-02T09:09:56Z","publication_status":"published","status":"public","date_updated":"2026-09-07T11:20:41Z","publication":"Health Expectations","publication_identifier":{"issn":["1369-6513"],"eissn":["1369-7625"]},"language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"                    Introduction - \r\n                    Chronic heart failure (CHF) affects millions and burdens health systems through high morbidity and mortality. Guidelines emphasise the need for self‐management. Yet the specific strategies patients use to perceive, appraise, and respond to symptoms remain insufficiently described. Symptom management is a core component of self‐management and directly shapes illness trajectories and quality of life.\r\n                  <br />\r\n                    Objectives - \r\n                    To identify and map behaviours and strategies of adults with CHF to manage symptoms in daily life.\r\n                  <br />\r\n                    Methods - \r\n                    We conducted a scoping review of MEDLINE (PubMed), CINAHL (EBSCOhost), Livivo and Cochrane Library (2006–2024). Data were analysed using Mayring's qualitative content analysis. Categories were derived deductively from heart failure guidelines and Dodd's Symptom Management Model and inductively from included studies. The category system was aligned with Dodd's Symptom Management Model, which guided the structuring of findings into symptom experience, management strategies, and outcomes.\r\n                  <br />\r\n                    Results - \r\n                    Thirty‐one reports (qualitative, quantitative, mixed methods) met the inclusion criteria. Patients deploy diverse strategies across five domains: medication management, symptom monitoring, adjustment of daily activities, fluid and weight management, and lifestyle modification. Social support is pivotal. Many patients deviate from recommendations to balance demands, gaining short‐term relief at the potential expense of long‐term control. Such deviations function as pragmatic coping and indicate unmet information and structural needs.\r\n                  <br />\r\n                    Discussion - \r\n                    Patients’ behaviours are integral to symptom management and should inform context‐sensitive professional support and care. Involving family members and utilising digital tools could enhance monitoring, decision‐making, and quality of life. Future work should apply Dodd's Symptom Management Model to clarify links between symptom experience, strategies, and outcomes and to develop approaches feasible and compatible with daily life.\r\n                  <br />\r\n                    Patient or Public Contribution - \r\n                    After completing the core scoping review work, we conducted a PPIE session with a person living with heart failure (NYHA III) to validate the category system, the presentation of results, and practice implications. The feedback enhanced interpretability (micro‐level strategies) and supported a destigmatising view of non‐recommended behaviours.\r\n                  "}],"user_id":"231260"},{"author":[{"first_name":"Philipp","last_name":"Waag","full_name":"Waag, Philipp","id":"225269"},{"full_name":"Schmitz, Anne-Kathrin","last_name":"Schmitz","first_name":"Anne-Kathrin"},{"orcid":"0009-0007-5835-5997","last_name":"Seelmeyer","first_name":"Udo","full_name":"Seelmeyer, Udo","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0007-5835-5997/work/225979686","id":"232950"},{"id":"210346","last_name":"Becking","orcid":"0000-0001-9291-9994","first_name":"Dominic","full_name":"Becking, Dominic","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-9291-9994/work/225979687"},{"full_name":"Laak, Matti Miikka Johannes","first_name":"Matti Miikka Johannes","last_name":"Laak","id":"211687"},{"first_name":"Marc","last_name":"Weinhardt","full_name":"Weinhardt, Marc"}],"department":[{"_id":"105"}],"intvolume":"        50","_id":"6978","citation":{"apa":"Waag, P., Schmitz, A.-K., Seelmeyer, U., Becking, D., Laak, M. M. J., &#38; Weinhardt, M. (2026). Potenziale und Hürden stationärer Onlineberatung in der Sozialen Arbeit. <i>Sozial Extra</i>, <i>50</i>(1), 68–72. <a href=\"https://doi.org/10.1007/s12054-026-00846-z\">https://doi.org/10.1007/s12054-026-00846-z</a>","chicago":"Waag, Philipp, Anne-Kathrin Schmitz, Udo Seelmeyer, Dominic Becking, Matti Miikka Johannes Laak, and Marc Weinhardt. “Potenziale und Hürden stationärer Onlineberatung in der Sozialen Arbeit.” <i>Sozial Extra</i> 50, no. 1 (2026): 68–72. <a href=\"https://doi.org/10.1007/s12054-026-00846-z\">https://doi.org/10.1007/s12054-026-00846-z</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Waag, Philipp</span> ; <span style=\"font-variant:small-caps;\">Schmitz, Anne-Kathrin</span> ; <span style=\"font-variant:small-caps;\">Seelmeyer, Udo</span> ; <span style=\"font-variant:small-caps;\">Becking, Dominic</span> ; <span style=\"font-variant:small-caps;\">Laak, Matti Miikka Johannes</span> ; <span style=\"font-variant:small-caps;\">Weinhardt, Marc</span>: Potenziale und Hürden stationärer Onlineberatung in der Sozialen Arbeit. In: <i>Sozial Extra</i> Bd. 50, Springer Science and Business Media LLC (2026), Nr. 1, S. 68–72","ieee":"P. Waag, A.-K. Schmitz, U. Seelmeyer, D. Becking, M. M. J. Laak, and M. Weinhardt, “Potenziale und Hürden stationärer Onlineberatung in der Sozialen Arbeit,” <i>Sozial Extra</i>, vol. 50, no. 1, pp. 68–72, 2026.","mla":"Waag, Philipp, et al. “Potenziale und Hürden stationärer Onlineberatung in der Sozialen Arbeit.” <i>Sozial Extra</i>, vol. 50, no. 1, Springer Science and Business Media LLC, 2026, pp. 68–72, doi:<a href=\"https://doi.org/10.1007/s12054-026-00846-z\">10.1007/s12054-026-00846-z</a>.","short":"P. Waag, A.-K. Schmitz, U. Seelmeyer, D. Becking, M.M.J. Laak, M. Weinhardt, Sozial Extra 50 (2026) 68–72.","bibtex":"@article{Waag_Schmitz_Seelmeyer_Becking_Laak_Weinhardt_2026, title={Potenziale und Hürden stationärer Onlineberatung in der Sozialen Arbeit}, volume={50}, DOI={<a href=\"https://doi.org/10.1007/s12054-026-00846-z\">10.1007/s12054-026-00846-z</a>}, number={1}, journal={Sozial Extra}, publisher={Springer Science and Business Media LLC}, author={Waag, Philipp and Schmitz, Anne-Kathrin and Seelmeyer, Udo and Becking, Dominic and Laak, Matti Miikka Johannes and Weinhardt, Marc}, year={2026}, pages={68–72} }","ama":"Waag P, Schmitz A-K, Seelmeyer U, Becking D, Laak MMJ, Weinhardt M. Potenziale und Hürden stationärer Onlineberatung in der Sozialen Arbeit. <i>Sozial Extra</i>. 2026;50(1):68-72. doi:<a href=\"https://doi.org/10.1007/s12054-026-00846-z\">10.1007/s12054-026-00846-z</a>"},"main_file_link":[{"open_access":"1"}],"language":[{"iso":"ger"}],"abstract":[{"text":"                  Zusammenfassung - \r\n                  Onlineberatung hat in der Sozialen Arbeit an Bedeutung gewonnen – insbesondere seit der Corona-Pandemie. Während ortsunabhängige Beratungsformate inzwischen weit verbreitet sind und von Ratsuchenden zu Hause, am Arbeitsplatz oder unterwegs genutzt werden können, bietet die stationäre Onlineberatung an öffentlich zugänglichen Orten oder in Einrichtungen des Sozial- und Gesundheitswesens bislang wenig beachtete Potenziale. Der vorliegende Beitrag beleuchtet die Chancen und Risiken stationärer Onlineberatung im Vergleich zu ortsunabhängigen Formaten, skizziert Möglichkeiten der institutionellen Einbettung und diskutiert ihre Herausforderungen. Anstatt eine abgeschlossene Systematik zu präsentieren, bleiben wir im Folgenden bewusst kursorisch, um eine möglichst breite Anschlussfähigkeit zu erreichen und sowohl weitere Forschungen als auch Praxisaktivitäten anzuregen.\r\n                ","lang":"ger"},{"text":"                  Abstract - \r\n                  Online counselling has become increasingly important in social work, particularly since the onset of the Coronavirus pandemic. While location-independent counselling formats can be used by those seeking advice at home, at work or on the go, stationary online counselling in publicly accessible locations or social and healthcare facilities has received little attention to date despite its potential. This article compares the opportunities and risks of fixed-location online counselling with location-independent formats, outlines possibilities for institutional embedding and discusses the challenges involved. Rather than presenting a finished model, we present our ideas in a cursory manner to achieve the broadest possible compatibility for further investigations by others.\r\n                ","lang":"eng"}],"publication_identifier":{"eissn":["1863-8953"],"issn":["0931-279X"]},"user_id":"231260","publication_status":"published","date_created":"2026-06-02T09:11:18Z","page":"68-72","publication":"Sozial Extra","date_updated":"2026-09-07T11:20:22Z","status":"public","title":"Potenziale und Hürden stationärer Onlineberatung in der Sozialen Arbeit","quality_controlled":"1","oa":"1","publisher":"Springer Science and Business Media LLC","volume":50,"issue":"1","type":"journal_article","doi":"10.1007/s12054-026-00846-z","year":"2026","alternative_title":["Einige kursorische Überlegungen"]},{"main_file_link":[{"url":"https://www.mdpi.com/2571-905X/9/2/23","open_access":"1"}],"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>","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","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.","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>.","short":"A. Tharwat, M.M. Eid, Stats 9 (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} }","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>"},"_id":"7141","intvolume":"         9","department":[{"_id":"103"}],"author":[{"last_name":"Tharwat","first_name":"Alaa","full_name":"Tharwat, Alaa","id":"238549"},{"last_name":"Eid","first_name":"Mahmoud M.","full_name":"Eid, Mahmoud M."}],"status":"public","publication":"Stats","date_updated":"2026-09-07T11:19:18Z","date_created":"2026-09-07T11:05:40Z","publication_status":"published","user_id":"231260","publication_identifier":{"eissn":["2571-905X"]},"language":[{"iso":"eng"}],"abstract":[{"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                ","lang":"eng"}],"oa":"1","title":"The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition for Deep Generative Modeling","quality_controlled":"1","article_number":"23","year":"2026","issue":"2","doi":"10.3390/stats9020023","type":"journal_article","volume":9,"publisher":"MDPI AG"},{"department":[{"_id":"103"}],"author":[{"id":"249921","first_name":"Xenia Ricarda","last_name":"Steurer","full_name":"Steurer, Xenia Ricarda"},{"first_name":"B.","last_name":"Kalik","full_name":"Kalik, B."},{"first_name":"D.","last_name":"Jakobs-Schönwandt","full_name":"Jakobs-Schönwandt, D."},{"last_name":"Grünberger","first_name":"A.","full_name":"Grünberger, A."},{"id":"201870","first_name":"Anant V. ","last_name":"Patel","full_name":"Patel, Anant V. "}],"main_file_link":[{"url":"https://www.sciencedirect.com/science/article/pii/S0960852426002981?via%3Dihub","open_access":"1"}],"_id":"7142","citation":{"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>.","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>.","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.","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)","short":"X.R. Steurer, B. Kalik, D. Jakobs-Schönwandt, A. Grünberger, A.V. Patel, Bioresource Technology 447 (2026).","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>","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} }"},"intvolume":"       447","user_id":"231260","language":[{"iso":"eng"}],"publication_identifier":{"issn":["09608524"]},"publication":"Bioresource Technology","date_updated":"2026-09-07T11:19:11Z","status":"public","publication_status":"published","date_created":"2026-09-07T11:10:46Z","oa":"1","title":"Development of a bioprocess with Streptomyces setonensis to produce a novel herbicidal sugar as an alternative to glyphosate","quality_controlled":"1","volume":447,"type":"journal_article","doi":"10.1016/j.biortech.2026.134217","publisher":"Elsevier BV","year":"2026","article_number":"134217"},{"oa":"1","file_date_updated":"2026-09-03T06:56:57Z","keyword":["Circular Economy","Qualifizierung","Weiterbildung","Roadmap","Orientierung"],"urn":"urn:nbn:de:hbz:bi10-71353","title":"Qualifizierungsroadmap - Wege zur Qualifizierung im Bereich Circular Economy","file":[{"relation":"main_file","content_type":"application/pdf","file_name":"2026_09_02_Roadmap.pdf","file_id":"7136","file_size":6641189,"date_created":"2026-09-03T06:56:57Z","access_level":"open_access","success":1,"creator":"ldiel","date_updated":"2026-09-03T06:56:57Z"}],"year":"2026","type":"working_paper","has_accepted_license":"1","tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"publisher":"Hochschule Bielefeld","citation":{"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.","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.","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.","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","ieee":"L. Diel <i>et al.</i>, <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.","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} }","ama":"Diel L, Remberg J, Schwenzfeier-Hellkamp E, et al. <i>Qualifizierungsroadmap - Wege Zur Qualifizierung Im Bereich Circular Economy</i>. Hochschule Bielefeld; 2026."},"_id":"7135","department":[{"_id":"103"}],"author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0003-1457-6377/work/225633070","full_name":"Diel, Leon","first_name":"Leon","last_name":"Diel","orcid":"0009-0003-1457-6377","id":"235442"},{"id":"250953","last_name":"Remberg","first_name":"Joy","full_name":"Remberg, Joy"},{"full_name":"Schwenzfeier-Hellkamp, Eva","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/225633071","orcid":"0000-0002-3020-1343","last_name":"Schwenzfeier-Hellkamp","first_name":"Eva","id":"72528"},{"last_name":"Kolkmann","first_name":"Beate","full_name":"Kolkmann, Beate"},{"last_name":"Schmidt","first_name":"Kerstin","full_name":"Schmidt, Kerstin"},{"first_name":"Anna","last_name":"Penner","full_name":"Penner, Anna"},{"first_name":"Sarah","last_name":"Kleinhans","full_name":"Kleinhans, Sarah"},{"first_name":"Friederike","last_name":"David","full_name":"David, Friederike"},{"full_name":"Meyer, Rolf Olaf","last_name":"Meyer","first_name":"Rolf Olaf"}],"status":"public","date_updated":"2026-09-04T14:01:15Z","date_created":"2026-09-03T06:58:58Z","user_id":"220548","abstract":[{"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.","lang":"eng"}],"language":[{"iso":"eng"}]},{"date_created":"2026-08-30T09:40:28Z","date_updated":"2026-09-02T14:23:42Z","status":"public","abstract":[{"lang":"ger","text":"Die Ausarbeitung untersucht, wie produzierende Unternehmen verhindern können, dass gebrauchte Industriekomponenten bei der Rücknahme als Abfall i.S.d. § 3 KrWG eingestuft werden. Ausgehend von der Entledigungsdogmatik des KrWG und der EuGH-Rechtsprechung (Tronex, Porr Bau) werden zwei vertragliche Gestaltungsansätze entwickelt: eine Ankaufsklausel mit Zweckbestimmung, marktbezogener Kaufpreisermittlung und Prüfmechanismus sowie ein Product-as-a-Service-Modell, bei dem das Eigentum dauerhaft beim Hersteller verbleibt. Die produktrechtlichen Folgen beider Modelle, insbesondere die Herstellerfiktion der GPSR, die Haftung nach ProdHaftG sowie die vertragliche und deliktische Haftung nach BGB, werden dargestellt. Die Ausarbeitung schließt mit einer vergleichenden Bewertung und dem Befund, dass der digitale Produktpass der ESPR die identifizierte Datenlücke bei Sekundärgütern künftig strukturell schließen wird."}],"language":[{"iso":"eng"}],"user_id":"220548","citation":{"chicago":"Steinke, Katharina, and Sara Kohestani. <i>Vermeidung Der Abfalleigenschaft Als Voraussetzung Zirkulärer Geschäftsmodelle</i>, 2026.","apa":"Steinke, K., &#38; Kohestani, S. (2026). <i>Vermeidung der Abfalleigenschaft als Voraussetzung zirkulärer Geschäftsmodelle</i>.","ama":"Steinke K, Kohestani S. <i>Vermeidung Der Abfalleigenschaft Als Voraussetzung Zirkulärer Geschäftsmodelle</i>.; 2026.","bibtex":"@book{Steinke_Kohestani_2026, title={Vermeidung der Abfalleigenschaft als Voraussetzung zirkulärer Geschäftsmodelle}, author={Steinke, Katharina and Kohestani, Sara}, year={2026} }","short":"K. Steinke, S. Kohestani, Vermeidung Der Abfalleigenschaft Als Voraussetzung Zirkulärer Geschäftsmodelle, 2026.","mla":"Steinke, Katharina, and Sara Kohestani. <i>Vermeidung Der Abfalleigenschaft Als Voraussetzung Zirkulärer Geschäftsmodelle</i>. 2026.","ieee":"K. Steinke and S. Kohestani, <i>Vermeidung der Abfalleigenschaft als Voraussetzung zirkulärer Geschäftsmodelle</i>. 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Steinke, Katharina</span> ; <span style=\"font-variant:small-caps;\">Kohestani, Sara</span>: <i>Vermeidung der Abfalleigenschaft als Voraussetzung zirkulärer Geschäftsmodelle</i>, 2026"},"_id":"7129","author":[{"id":"263885","last_name":"Steinke","first_name":"Katharina","full_name":"Steinke, Katharina"},{"full_name":"Kohestani, Sara","first_name":"Sara","last_name":"Kohestani"}],"jel":["K32"],"year":"2026","file":[{"date_updated":"2026-08-30T09:43:24Z","creator":"ksteinke2","success":1,"access_level":"open_access","date_created":"2026-08-30T09:43:24Z","file_size":171811,"file_id":"7131","file_name":"Vermeidung der Abfalleigenschaft_Steinke_Kohestani.pdf","content_type":"application/pdf","relation":"main_file"}],"tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"type":"working_paper","has_accepted_license":"1","title":"Vermeidung der Abfalleigenschaft als Voraussetzung zirkulärer Geschäftsmodelle","urn":"urn:nbn:de:hbz:bi10-71298","keyword":["Kreislaufwirtschaftsrecht","Abfalleigenschaft","Abfallvermeidung","KrWG"],"file_date_updated":"2026-08-30T09:43:24Z","oa":"1"},{"_id":"7123","citation":{"chicago":"Lattwesen, Pauline, and Jonas Bothstedt. <i>Erweiterte Herstellerverantwortung Für Verpackungen Im Europäischen Vergleich: Reichweite Und Grenzen Der Harmonisierung Durch Die PPWR</i>, 2026.","apa":"Lattwesen, P., &#38; Bothstedt, J. (2026). <i>Erweiterte Herstellerverantwortung für Verpackungen im europäischen Vergleich: Reichweite und Grenzen der Harmonisierung durch die PPWR</i>.","bibtex":"@book{Lattwesen_Bothstedt_2026, title={Erweiterte Herstellerverantwortung für Verpackungen im europäischen Vergleich: Reichweite und Grenzen der Harmonisierung durch die PPWR}, author={Lattwesen, Pauline and Bothstedt, Jonas}, year={2026} }","ama":"Lattwesen P, Bothstedt J. <i>Erweiterte Herstellerverantwortung Für Verpackungen Im Europäischen Vergleich: Reichweite Und Grenzen Der Harmonisierung Durch Die PPWR</i>.; 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Lattwesen, Pauline</span> ; <span style=\"font-variant:small-caps;\">Bothstedt, Jonas</span>: <i>Erweiterte Herstellerverantwortung für Verpackungen im europäischen Vergleich: Reichweite und Grenzen der Harmonisierung durch die PPWR</i>, 2026","mla":"Lattwesen, Pauline, and Jonas Bothstedt. <i>Erweiterte Herstellerverantwortung Für Verpackungen Im Europäischen Vergleich: Reichweite Und Grenzen Der Harmonisierung Durch Die PPWR</i>. 2026.","ieee":"P. Lattwesen and J. Bothstedt, <i>Erweiterte Herstellerverantwortung für Verpackungen im europäischen Vergleich: Reichweite und Grenzen der Harmonisierung durch die PPWR</i>. 2026.","short":"P. Lattwesen, J. Bothstedt, Erweiterte Herstellerverantwortung Für Verpackungen Im Europäischen Vergleich: Reichweite Und Grenzen Der Harmonisierung Durch Die PPWR, 2026."},"author":[{"id":"247827","full_name":"Lattwesen, Pauline","last_name":"Lattwesen","first_name":"Pauline"},{"last_name":"Bothstedt","first_name":"Jonas","full_name":"Bothstedt, Jonas"}],"date_updated":"2026-09-02T14:22:22Z","status":"public","date_created":"2026-08-29T08:46:02Z","user_id":"220548","language":[{"iso":"eng"}],"file_date_updated":"2026-08-29T08:51:32Z","oa":"1","title":"Erweiterte Herstellerverantwortung für Verpackungen im europäischen Vergleich: Reichweite und Grenzen der Harmonisierung durch die PPWR","urn":"urn:nbn:de:hbz:bi10-71238","year":"2026","file":[{"file_name":"Veröffentlichung.pdf","relation":"main_file","content_type":"application/pdf","file_size":985976,"file_id":"7125","creator":"plattwesen","date_updated":"2026-08-29T08:51:32Z","success":1,"date_created":"2026-08-29T08:51:32Z","access_level":"open_access"}],"type":"working_paper","has_accepted_license":"1","tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"}},{"type":"journal_article","issue":"17","doi":"10.3390/su18178966","volume":18,"publisher":"MDPI AG","article_number":"8966","year":"2026","oa":"1","title":"Biophilic Design, Human Well-Being, and SDG Interactions in the Context of COVID-19","user_id":"220548","publication_identifier":{"eissn":["2071-1050"]},"abstract":[{"text":"                  This paper examines how biophilic design intersects with the Sustainable Development Goals (SDGs) amid disruptions caused by the COVID-19 pandemic, considering human–nature interactions as an individual-scale link between well-being and sustainability. Biophilic design—the integration of natural elements into the built environment—reflects well-being through human–nature interactions and connects social–ecological system dynamics and sustainability interdependencies. Drawing on evidence that pandemic-induced psychological stressors transformed people–environment relations, this study developed a conceptual framework linking selected SDG targets to the 14 biophilic design patterns and examined these relationships using data from a Europe-wide survey conducted in early 2023. It complements research on SDG interdependencies, which is mainly conducted at the system or policy level, by introducing individual experiences. NMI analysis identified a central cluster of strong statistical interdependencies among SDGs related to energy efficiency (SDG 7), infrastructure (SDG 9), and resource use (SDG 12), while SDGs associated with cities (SDG 11) and terrestrial ecosystems (SDG 15) showed weaker and more diffuse interdependencies. The observed interdependencies were strongest for SDGs represented by survey variables that reflect direct, everyday experiences of the built environment, such as indoor environmental quality, access to natural light, ventilation, contact with vegetation, and the use of natural materials, whereas SDGs represented by indirect or broader ecological dimensions exhibited weaker statistical associations. Not all conceptually linked SDGs were reflected equally in individual experiences; only a subset of potential interdependencies showed strong statistical—association. This study demonstrates that the pattern of SDG interdependencies depends on the analytical scale at which sustainability is examined. The study reinforces the value of the SDG framework as an analytical structure for sustainability science, enabling interdisciplinary investigations of complex interactions among environmental, social, and built-environment dimensions beyond policy implementation assessment.\r\n                ","lang":"eng"}],"language":[{"iso":"eng"}],"status":"public","date_updated":"2026-09-02T14:20:50Z","publication":"Sustainability","date_created":"2026-09-01T15:55:30Z","publication_status":"published","author":[{"id":"256375","last_name":"Shulla","orcid":"0000-0002-1455-1140","first_name":"Kalterina","full_name":"Shulla, Kalterina","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-1455-1140/work/225564490"},{"first_name":"Walter Leal","last_name":"Filho","full_name":"Filho, Walter Leal"},{"first_name":"Salim","last_name":"Lardjane","full_name":"Lardjane, Salim"},{"full_name":"Scandone, Giuseppe","first_name":"Giuseppe","last_name":"Scandone"}],"main_file_link":[{"open_access":"1"}],"_id":"7134","intvolume":"        18","citation":{"chicago":"Shulla, Kalterina, Walter Leal Filho, Salim Lardjane, and Giuseppe Scandone. “Biophilic Design, Human Well-Being, and SDG Interactions in the Context of COVID-19.” <i>Sustainability</i> 18, no. 17 (2026). <a href=\"https://doi.org/10.3390/su18178966\">https://doi.org/10.3390/su18178966</a>.","apa":"Shulla, K., Filho, W. L., Lardjane, S., &#38; Scandone, G. (2026). Biophilic Design, Human Well-Being, and SDG Interactions in the Context of COVID-19. <i>Sustainability</i>, <i>18</i>(17). <a href=\"https://doi.org/10.3390/su18178966\">https://doi.org/10.3390/su18178966</a>","mla":"Shulla, Kalterina, et al. “Biophilic Design, Human Well-Being, and SDG Interactions in the Context of COVID-19.” <i>Sustainability</i>, vol. 18, no. 17, 8966, MDPI AG, 2026, doi:<a href=\"https://doi.org/10.3390/su18178966\">10.3390/su18178966</a>.","ieee":"K. Shulla, W. L. Filho, S. Lardjane, and G. Scandone, “Biophilic Design, Human Well-Being, and SDG Interactions in the Context of COVID-19,” <i>Sustainability</i>, vol. 18, no. 17, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Shulla, Kalterina</span> ; <span style=\"font-variant:small-caps;\">Filho, Walter Leal</span> ; <span style=\"font-variant:small-caps;\">Lardjane, Salim</span> ; <span style=\"font-variant:small-caps;\">Scandone, Giuseppe</span>: Biophilic Design, Human Well-Being, and SDG Interactions in the Context of COVID-19. In: <i>Sustainability</i> Bd. 18, MDPI AG (2026), Nr. 17","short":"K. Shulla, W.L. Filho, S. Lardjane, G. Scandone, Sustainability 18 (2026).","ama":"Shulla K, Filho WL, Lardjane S, Scandone G. Biophilic Design, Human Well-Being, and SDG Interactions in the Context of COVID-19. <i>Sustainability</i>. 2026;18(17). doi:<a href=\"https://doi.org/10.3390/su18178966\">10.3390/su18178966</a>","bibtex":"@article{Shulla_Filho_Lardjane_Scandone_2026, title={Biophilic Design, Human Well-Being, and SDG Interactions in the Context of COVID-19}, volume={18}, DOI={<a href=\"https://doi.org/10.3390/su18178966\">10.3390/su18178966</a>}, number={178966}, journal={Sustainability}, publisher={MDPI AG}, author={Shulla, Kalterina and Filho, Walter Leal and Lardjane, Salim and Scandone, Giuseppe}, year={2026} }"}},{"type":"conference","doi":"10.15488/21126","year":"2026","place":"Aachen","oa":"1","title":"Vergleich von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen","project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"quality_controlled":"1","conference":{"start_date":"2026-03-24","name":"EMV 2026","location":"Köln","end_date":"2026-03-26"},"user_id":"220548","language":[{"iso":"ger"}],"abstract":[{"text":"Mit steigenden Frequenzen nimmt der Einfluss des eingesetzten Messverfahrens in etablierten Testumgebungen bei feldgeführten Emissionsmessungen signifikant zu. Dieser Beitrag untersucht den Einfluss unterschiedlicher Abtaststrategien zur Erfassung der maximalen elektrischen Feldstärke eines im relevanten Frequenzbereich elektrisch großen, künstlichen Prüflings (EUT) in der Testumgebung „Vollabsorberkammer“ (fully anechoic room - FAR) [1]. Dazu\r\nerfolgen Messungen: (a) in der Ebene des EUTs (Messpunkte auf einem Kreis), (b) mit zusätzlicher Höhenvariation der Antenne (Messpunkte auf einer Zylinderoberfläche) und (c) Drehen des Prüflings um seine Raumachsen (Messpunkte auf drei orthogonalen Kreisen). Ergänzend erfolgt eine Abschätzung des erforderlichen Messaufwands zur  elektromagnetischen Charakterisierung unbeabsichtigter Strahler in Abhängigkeit von der elektrischen Größe des\r\nPrüflings. Ziel ist es dabei, die maximal abgestrahlte elektrische Feldstärke zu erfassen – wie in den aktuellen Normen gefordert. Die gewonnenen Erkenntnisse sind sowohl für die Abschätzung der Messunsicherheit als auch für die Analyse potenzieller Abweichungen zwischen Ergebnissen aus etablierten und alternativen Testumgebungen von zentraler Bedeutung. Es werden typische Unsicherheiten und systematische Begrenzungen klassischer Messverfahren\r\naufgezeigt und motiviert, wie alternative Messumgebungen (Modenverwirbelungskammern, TEM-\r\nZellen) zur Effizienzsteigerung sowie zur erweiterten Bewertung des Emissionsverhaltens beitragen können. Die vorgestellten Ansätze sollen Impulse für eine theorie- und praxisorientierte Weiterentwicklung bestehender Normen sowie eine kritische Reflexion der bisher verwendeten Messgröße der maximalen elektrischen Feldstärke gegenüber der gesamt abgestrahlten Leistung (Total Radiated Power - TRP) oberhalb von 1 GHz liefern.","lang":"eng"}],"corporate_editor":["Apprimus"],"date_updated":"2026-08-28T13:03:09Z","publication":"Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit","status":"public","publication_status":"published","date_created":"2026-08-27T21:28:54Z","department":[{"_id":"102"}],"author":[{"id":"219522","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-7203-7396/work/225055858","full_name":"Battermann, Sven","first_name":"Sven","orcid":"0000-0001-7203-7396","last_name":"Battermann"},{"last_name":"Garbe","first_name":"Heyno","full_name":"Garbe, Heyno"}],"main_file_link":[{"url":"https://doi.org/10.15488/21126","open_access":"1"}],"citation":{"apa":"Battermann, S., &#38; Garbe, H. (2026). Vergleich von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen. In Apprimus (Ed.), <i>Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit</i>. Aachen. <a href=\"https://doi.org/10.15488/21126\">https://doi.org/10.15488/21126</a>","chicago":"Battermann, Sven, and Heyno Garbe. “Vergleich von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen.” In <i>Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit</i>, edited by Apprimus. Aachen, 2026. <a href=\"https://doi.org/10.15488/21126\">https://doi.org/10.15488/21126</a>.","short":"S. Battermann, H. Garbe, in: Apprimus (Ed.), Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit, Aachen, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Battermann, Sven</span> ; <span style=\"font-variant:small-caps;\">Garbe, Heyno</span>: Vergleich von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen. In: <span style=\"font-variant:small-caps;\">Apprimus</span> (Hrsg.): <i>Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit</i>. Aachen, 2026","mla":"Battermann, Sven, and Heyno Garbe. “Vergleich von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen.” <i>Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit</i>, edited by Apprimus, 2026, doi:<a href=\"https://doi.org/10.15488/21126\">10.15488/21126</a>.","ieee":"S. Battermann and H. Garbe, “Vergleich von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen,” in <i>Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit</i>, Köln, 2026.","bibtex":"@inproceedings{Battermann_Garbe_2026, place={Aachen}, title={Vergleich von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen}, DOI={<a href=\"https://doi.org/10.15488/21126\">10.15488/21126</a>}, booktitle={Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit}, author={Battermann, Sven and Garbe, Heyno}, editor={ApprimusEditor}, year={2026} }","ama":"Battermann S, Garbe H. Vergleich von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen. In: Apprimus, ed. <i>Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit</i>. Aachen; 2026. doi:<a href=\"https://doi.org/10.15488/21126\">10.15488/21126</a>"},"_id":"7122"}]