---
_id: '7156'
author:
- first_name: Nadine
full_name: Schröder, Nadine
id: '260490'
last_name: Schröder
orcid: 0000-0002-7190-7510
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-7190-7510/work/226435022
- first_name: Christina
full_name: Schamp, Christina
last_name: Schamp
- first_name: Thomas
full_name: Reutterer, Thomas
last_name: Reutterer
citation:
alphadin: 'Schröder, Nadine ; Schamp, Christina ; Reutterer,
Thomas: How Shopping Clubs Work: Differential Effects of Nudges Across
the Customer Decision Journey. In: , 2026'
ama: 'Schröder N, Schamp C, Reutterer T. How Shopping Clubs Work: Differential Effects
of Nudges Across the Customer Decision Journey. In: ; 2026.'
apa: 'Schröder, N., Schamp, C., & Reutterer, T. (2026). How Shopping Clubs Work:
Differential Effects of Nudges Across the Customer Decision Journey. Presented
at the 48th ISMS Marketing Science Conference, Carcavelos, Portugal.'
bibtex: '@inproceedings{Schröder_Schamp_Reutterer_2026, title={How Shopping Clubs
Work: Differential Effects of Nudges Across the Customer Decision Journey}, author={Schröder,
Nadine and Schamp, Christina and Reutterer, Thomas}, year={2026} }'
chicago: 'Schröder, Nadine, Christina Schamp, and Thomas Reutterer. “How Shopping
Clubs Work: Differential Effects of Nudges Across the Customer Decision Journey,”
2026.'
ieee: 'N. Schröder, C. Schamp, and T. Reutterer, “How Shopping Clubs Work: Differential
Effects of Nudges Across the Customer Decision Journey,” presented at the 48th
ISMS Marketing Science Conference, Carcavelos, Portugal, 2026.'
mla: 'Schröder, Nadine, et al. How Shopping Clubs Work: Differential Effects
of Nudges Across the Customer Decision Journey. 2026.'
short: 'N. Schröder, C. Schamp, T. Reutterer, in: 2026.'
conference:
end_date: 2026-06-13
location: Carcavelos, Portugal
name: 48th ISMS Marketing Science Conference
start_date: 2026-06-11
date_created: 2026-09-11T14:51:21Z
date_updated: 2026-09-16T08:39:10Z
department:
- _id: 4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21
language:
- iso: eng
status: public
title: 'How Shopping Clubs Work: Differential Effects of Nudges Across the Customer
Decision Journey'
type: conference
user_id: '220548'
year: '2026'
...
---
_id: '7159'
abstract:
- lang: eng
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."
author:
- first_name: Inga
full_name: Jagemann, Inga
id: '252878'
last_name: Jagemann
orcid: 0000-0002-3468-3423
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-3468-3423/work/226873432
- first_name: Justin
full_name: Baudisch, Justin
id: '247397'
last_name: Baudisch
orcid: 0000-0001-5565-0228
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-5565-0228/work/226873433
- first_name: Thorsten
full_name: Jungeblut, Thorsten
id: '242294'
last_name: Jungeblut
orcid: 0000-0001-7425-8766
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7425-8766/work/226873434
- first_name: Günter W
full_name: Maier, Günter W
last_name: Maier
- first_name: Gerrit
full_name: Hirschfeld, Gerrit
id: '234690'
last_name: Hirschfeld
orcid: 0000-0003-2143-4564
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-2143-4564/work/226873436
citation:
alphadin: 'Jagemann, Inga ; Baudisch, Justin ; Jungeblut,
Thorsten ; Maier, Günter W
; Hirschfeld, Gerrit: Consumer Preferences
for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based
Conjoint Analysis. In: JMIR AI Bd. 5, JMIR Publications Inc. (2026), S. 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. JMIR AI. 2026;5:e94589-e94589. doi:10.2196/94589'
apa: 'Jagemann, I., Baudisch, J., Jungeblut, T., Maier, G. W., & Hirschfeld,
G. (2026). Consumer Preferences for AI-Based Smart Home Medical Emergency Detection
Among German Adults: Choice-Based Conjoint Analysis. JMIR AI, 5,
e94589–e94589. https://doi.org/10.2196/94589'
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={10.2196/94589},
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} }'
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.” JMIR AI
5 (2026): e94589–e94589. https://doi.org/10.2196/94589.'
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,” JMIR AI, vol. 5, pp. e94589–e94589, 2026.'
mla: 'Jagemann, Inga, et al. “Consumer Preferences for AI-Based Smart Home Medical
Emergency Detection Among German Adults: Choice-Based Conjoint Analysis.” JMIR
AI, vol. 5, JMIR Publications Inc., 2026, pp. e94589–e94589, doi:10.2196/94589.'
short: I. Jagemann, J. Baudisch, T. Jungeblut, G.W. Maier, G. Hirschfeld, JMIR AI
5 (2026) e94589–e94589.
date_created: 2026-09-15T22:05:30Z
date_updated: 2026-09-16T08:20:11Z
doi: 10.2196/94589
intvolume: ' 5'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: e94589-e94589
publication: JMIR AI
publication_identifier:
eissn:
- 2817-1705
publication_status: published
publisher: JMIR Publications Inc.
status: public
title: 'Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among
German Adults: Choice-Based Conjoint Analysis'
type: journal_article
user_id: '220548'
volume: 5
year: '2026'
...
---
_id: '7146'
article_number: e70985
article_type: original
author:
- first_name: Daria
full_name: Wehlage, Daria
last_name: Wehlage
- first_name: Mia
full_name: Göcht, Mia
last_name: Göcht
- first_name: Andrea
full_name: Ehrmann, Andrea
id: '223776'
last_name: Ehrmann
orcid: 0000-0003-0695-3905
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0695-3905/work/226097852
- first_name: Birgit
full_name: Andrée, Birgit
last_name: Andrée
citation:
alphadin: 'Wehlage, Daria ; Göcht, Mia ; Ehrmann,
Andrea ; Andrée, Birgit:
Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized
Constructs. In: MedComm Bd. 7, Wiley (2026), Nr. 9'
ama: Wehlage D, Göcht M, Ehrmann A, Andrée B. Electrospun Tubing as Shaping Material
for Central Vessels in Perfusable, Vascularized Constructs. MedComm. 2026;7(9).
doi:10.1002/mco2.70985
apa: Wehlage, D., Göcht, M., Ehrmann, A., & Andrée, B. (2026). Electrospun Tubing
as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs.
MedComm, 7(9). https://doi.org/10.1002/mco2.70985
bibtex: '@article{Wehlage_Göcht_Ehrmann_Andrée_2026, title={Electrospun Tubing as
Shaping Material for Central Vessels in Perfusable, Vascularized Constructs},
volume={7}, DOI={10.1002/mco2.70985},
number={9e70985}, journal={MedComm}, publisher={Wiley}, author={Wehlage, Daria
and Göcht, Mia and Ehrmann, Andrea and Andrée, Birgit}, year={2026} }'
chicago: Wehlage, Daria, Mia Göcht, Andrea Ehrmann, and Birgit Andrée. “Electrospun
Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized Constructs.”
MedComm 7, no. 9 (2026). https://doi.org/10.1002/mco2.70985.
ieee: D. Wehlage, M. Göcht, A. Ehrmann, and B. Andrée, “Electrospun Tubing as Shaping
Material for Central Vessels in Perfusable, Vascularized Constructs,” MedComm,
vol. 7, no. 9, 2026.
mla: Wehlage, Daria, et al. “Electrospun Tubing as Shaping Material for Central
Vessels in Perfusable, Vascularized Constructs.” MedComm, vol. 7, no. 9,
e70985, Wiley, 2026, doi:10.1002/mco2.70985.
short: D. Wehlage, M. Göcht, A. Ehrmann, B. Andrée, MedComm 7 (2026).
date_created: 2026-09-08T12:57:10Z
date_updated: 2026-09-11T08:38:46Z
doi: 10.1002/mco2.70985
file:
- access_level: open_access
content_type: application/pdf
creator: aehrmann
date_created: 2026-09-08T12:56:34Z
date_updated: 2026-09-08T12:56:34Z
file_id: '7147'
file_name: _2026_Wehlage_MedComm7_e70985.pdf
file_size: 1139958
relation: main_file
success: 1
file_date_updated: 2026-09-08T12:56:34Z
has_accepted_license: '1'
intvolume: ' 7'
issue: '9'
language:
- iso: eng
oa: '1'
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
name: Institut für Technische Energie-Systeme
publication: MedComm
publication_identifier:
eissn:
- 2688-2663
issn:
- 2688-2663
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Electrospun Tubing as Shaping Material for Central Vessels in Perfusable, Vascularized
Constructs
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: journal_article
urn: urn:nbn:de:hbz:bi10-71466
user_id: '220548'
volume: 7
year: '2026'
...
---
_id: '7152'
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 Ï\x84 ) that is intended to remove
router burn-in, and two-stage self-supervised graph pretraining. On scaffold-split
BACE (â\x89\x88 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
Ï\x83 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 â\x89\x88 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."
author:
- first_name: Robert P.
full_name: Schiller, Robert P.
last_name: Schiller
- first_name: Christoph
full_name: Weisser, Christoph
id: '264138'
last_name: Weisser
orcid: 0000-0003-0616-1027
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/226396719
- first_name: Klaus-Robert
full_name: Müller, Klaus-Robert
last_name: Müller
- first_name: Christian
full_name: Ochsenfeld, Christian
last_name: Ochsenfeld
- first_name: Parastoo
full_name: Semnani, Parastoo
last_name: Semnani
citation:
alphadin: 'Schiller, Robert P. ; Weisser, Christoph ; Müller,
Klaus-Robert ; Ochsenfeld, Christian
; Semnani, Parastoo: TAME: Element-wise
Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction,
2026'
ama: 'Schiller RP, Weisser C, Müller K-R, Ochsenfeld C, Semnani P. TAME: Element-Wise
Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction.;
2026. doi:10.26434/chemrxiv.15008270/v2'
apa: 'Schiller, R. P., Weisser, C., Müller, K.-R., Ochsenfeld, C., & Semnani,
P. (2026). TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable
Molecular Property Prediction. https://doi.org/10.26434/chemrxiv.15008270/v2'
bibtex: '@book{Schiller_Weisser_Müller_Ochsenfeld_Semnani_2026, title={TAME: Element-wise
Mixture-of-Experts Fusion for Reliable and Interpretable Molecular Property Prediction},
DOI={10.26434/chemrxiv.15008270/v2},
author={Schiller, Robert P. and Weisser, Christoph and Müller, Klaus-Robert and
Ochsenfeld, Christian and Semnani, Parastoo}, year={2026} }'
chicago: 'Schiller, Robert P., Christoph Weisser, Klaus-Robert Müller, Christian
Ochsenfeld, and Parastoo Semnani. TAME: Element-Wise Mixture-of-Experts Fusion
for Reliable and Interpretable Molecular Property Prediction, 2026. https://doi.org/10.26434/chemrxiv.15008270/v2.'
ieee: 'R. P. Schiller, C. Weisser, K.-R. Müller, C. Ochsenfeld, and P. Semnani,
TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable
Molecular Property Prediction. 2026.'
mla: 'Schiller, Robert P., et al. TAME: Element-Wise Mixture-of-Experts Fusion
for Reliable and Interpretable Molecular Property Prediction. 2026, doi:10.26434/chemrxiv.15008270/v2.'
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.'
date_created: 2026-09-10T07:31:07Z
date_updated: 2026-09-11T08:11:21Z
doi: 10.26434/chemrxiv.15008270/v2
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication_status: published
status: public
title: 'TAME: Element-wise Mixture-of-Experts Fusion for Reliable and Interpretable
Molecular Property Prediction'
type: working_paper
user_id: '220548'
year: '2026'
...
---
_id: '7038'
author:
- first_name: Stephan
full_name: Nadolny, Stephan
id: '250073'
last_name: Nadolny
orcid: 0000-0002-6826-6433
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6826-6433/work/220030920
- first_name: Marie
full_name: Grunwald, Marie
last_name: Grunwald
- first_name: Annika
full_name: Gröndahl, Annika
id: '239953'
last_name: Gröndahl
orcid: 0000-0002-8452-3890
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8452-3890/work/220030921
- first_name: Sarah
full_name: Palmdorf, Sarah
id: '242943'
last_name: Palmdorf
orcid: 0000-0001-7804-3383
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7804-3383/work/220030922
- first_name: Karina
full_name: Ilskens, Karina
id: '245406'
last_name: Ilskens
orcid: 0000-0003-1071-5889
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-1071-5889/work/220030923
- first_name: Nina
full_name: Borchardt, Nina
last_name: Borchardt
- first_name: Annika
full_name: Maaß, Annika
last_name: Maaß
- first_name: Tessa
full_name: Schulenkorf, Tessa
id: '252937'
last_name: Schulenkorf
orcid: 0000-0001-6666-9290
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-6666-9290/work/220030924
- first_name: Stefanie
full_name: Schniering, Stefanie
last_name: Schniering
- first_name: Dariusch
full_name: Afroukhte, Dariusch
last_name: Afroukhte
- first_name: Miriam Tariba
full_name: Richter, Miriam Tariba
last_name: Richter
- first_name: Matthias
full_name: Offermanns, Matthias
last_name: Offermanns
- first_name: Ann Kathrin
full_name: Parloh, Ann Kathrin
last_name: Parloh
- first_name: Christian
full_name: Grebe, Christian
id: '216140'
last_name: Grebe
orcid: 0000-0002-1944-7422
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-1944-7422/work/220030926
- first_name: Änne-Dörte
full_name: Latteck, Änne-Dörte
id: '206662'
last_name: Latteck
citation:
alphadin: 'Nadolny,
Stephan ; Grunwald, Marie
; Gröndahl, Annika ; Palmdorf,
Sarah ; Ilskens, Karina ;
Borchardt, Nina ; Maaß,
Annika ; Schulenkorf, Tessa
; u. a.: Case management and care expertise as a prevention approach for
adults with intellectual disabilities: results of a randomized-controlled trial.
In: Preprint, Elsevier BV (2026)'
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. Preprint. 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. Preprint.'
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} }'
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.” Preprint, 2026.'
ieee: 'S. Nadolny et al., “Case management and care expertise as a prevention
approach for adults with intellectual disabilities: results of a randomized-controlled
trial,” Preprint, 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.” Preprint, 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).
date_created: 2026-07-08T03:02:25Z
date_updated: 2026-09-09T08:49:15Z
file:
- access_level: open_access
content_type: application/pdf
creator: snadolny1
date_created: 2026-09-09T08:49:11Z
date_updated: 2026-09-09T08:49:11Z
file_id: '7148'
file_name: ssrn-6953540.pdf
file_size: 337001
relation: main_file
success: 1
file_date_updated: 2026-09-09T08:49:11Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Preprint
publication_status: published
publisher: Elsevier BV
status: public
title: 'Case management and care expertise as a prevention approach for adults with
intellectual disabilities: results of a randomized-controlled trial'
type: journal_article
urn: urn:nbn:de:hbz:bi10-70388
user_id: '250073'
year: '2026'
...
---
_id: '7145'
author:
- first_name: Stefan
full_name: Berlik, Stefan
id: '237529'
last_name: Berlik
orcid: 0009-0007-3242-4501
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0007-3242-4501/work/226069311
- first_name: Mohammad
full_name: Seidpisheh, Mohammad
id: '258037'
last_name: Seidpisheh
orcid: 0000-0002-2976-9206
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-2976-9206/work/226069314
citation:
alphadin: 'Berlik, Stefan ; Seidpisheh, Mohammad: Multi-stage Knowledge
Graph-Augmented LLMs for Reliable Product Configuration. In: Alam,
M.-R. ; Fathi, M. ; Pulatov, A. (Hrsg.): Integrated Systems:
AI-Augmented Engineering. Cham : Springer Nature Switzerland, 2026, S. 46–56'
ama: 'Berlik S, Seidpisheh M. Multi-stage Knowledge Graph-Augmented LLMs for Reliable
Product Configuration. In: Alam M-R, Fathi M, Pulatov A, eds. Integrated Systems:
AI-Augmented Engineering. Cham: Springer Nature Switzerland; 2026:46-56. doi:10.1007/978-3-032-21981-7_4'
apa: 'Berlik, S., & Seidpisheh, M. (2026). Multi-stage Knowledge Graph-Augmented
LLMs for Reliable Product Configuration. In M.-R. Alam, M. Fathi, & A. Pulatov
(Eds.), Integrated Systems: AI-Augmented Engineering (pp. 46–56). Cham:
Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-21981-7_4'
bibtex: '@inproceedings{Berlik_Seidpisheh_2026, place={Cham}, title={Multi-stage
Knowledge Graph-Augmented LLMs for Reliable Product Configuration}, DOI={10.1007/978-3-032-21981-7_4},
booktitle={Integrated Systems: AI-Augmented Engineering}, publisher={Springer
Nature Switzerland}, author={Berlik, Stefan and Seidpisheh, Mohammad}, editor={Alam,
Mohammad-Reza and Fathi, Madjid and Pulatov, AlimEditors}, year={2026}, pages={46–56}
}'
chicago: 'Berlik, Stefan, and Mohammad Seidpisheh. “Multi-Stage Knowledge Graph-Augmented
LLMs for Reliable Product Configuration.” In Integrated Systems: AI-Augmented
Engineering, edited by Mohammad-Reza Alam, Madjid Fathi, and Alim Pulatov,
46–56. Cham: Springer Nature Switzerland, 2026. https://doi.org/10.1007/978-3-032-21981-7_4.'
ieee: 'S. Berlik and M. Seidpisheh, “Multi-stage Knowledge Graph-Augmented LLMs
for Reliable Product Configuration,” in Integrated Systems: AI-Augmented Engineering,
Tashkent, Usbekistan, 2026, pp. 46–56.'
mla: 'Berlik, Stefan, and Mohammad Seidpisheh. “Multi-Stage Knowledge Graph-Augmented
LLMs for Reliable Product Configuration.” Integrated Systems: AI-Augmented
Engineering, edited by Mohammad-Reza Alam et al., Springer Nature Switzerland,
2026, pp. 46–56, doi:10.1007/978-3-032-21981-7_4.'
short: 'S. Berlik, M. Seidpisheh, in: M.-R. Alam, M. Fathi, A. Pulatov (Eds.), Integrated
Systems: AI-Augmented Engineering, Springer Nature Switzerland, Cham, 2026, pp.
46–56.'
conference:
end_date: 2025-05-15
location: Tashkent, Usbekistan
name: 9th International Conference on Integrated Systems Design and Technology (ISDT
2025)
start_date: 2025-05-13
date_created: 2026-09-07T17:05:30Z
date_updated: 2026-09-08T08:49:50Z
doi: 10.1007/978-3-032-21981-7_4
editor:
- first_name: Mohammad-Reza
full_name: Alam, Mohammad-Reza
last_name: Alam
- first_name: Madjid
full_name: Fathi, Madjid
last_name: Fathi
- first_name: Alim
full_name: Pulatov, Alim
last_name: Pulatov
language:
- iso: eng
page: 46-56
place: Cham
publication: 'Integrated Systems: AI-Augmented Engineering'
publication_identifier:
eisbn:
- 978-3-032-21981-7
isbn:
- 978-3-032-21980-0
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Multi-stage Knowledge Graph-Augmented LLMs for Reliable Product Configuration
type: conference
user_id: '220548'
year: '2026'
...
---
_id: '7144'
abstract:
- lang: eng
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. '
author:
- first_name: Stefan
full_name: Berlik, Stefan
id: '237529'
last_name: Berlik
orcid: 0009-0007-3242-4501
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0007-3242-4501/work/226068666
- first_name: Mohammad
full_name: Seidpisheh, Mohammad
id: '258037'
last_name: Seidpisheh
orcid: 0000-0002-2976-9206
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-2976-9206/work/226068667
citation:
alphadin: 'Berlik, Stefan ; Seidpisheh, Mohammad: A Unified Framework
for Intelligent Product Configuration Using Knowledge Graphs and Bayesian Networks.
In: Manns, M. (Hrsg.): 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,
Lecture Notes in Mechanical Engineering. Cham : Springer Nature Switzerland,
2026, S. 131–141'
ama: 'Berlik S, Seidpisheh M. A Unified Framework for Intelligent Product Configuration
Using Knowledge Graphs and Bayesian Networks. In: Manns M, 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.
Lecture Notes in Mechanical Engineering. Cham: Springer Nature Switzerland; 2026:131-141.
doi:10.1007/978-3-032-16889-4_13'
apa: 'Berlik, S., & Seidpisheh, M. (2026). A Unified Framework for Intelligent
Product Configuration Using Knowledge Graphs and Bayesian Networks. 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 (pp. 131–141). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-16889-4_13'
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={10.1007/978-3-032-16889-4_13},
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} }'
chicago: 'Berlik, Stefan, and Mohammad Seidpisheh. “A Unified Framework for Intelligent
Product Configuration Using Knowledge Graphs and Bayesian Networks.” In 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, edited by Martin Manns, 131–41. Lecture Notes in Mechanical
Engineering. Cham: Springer Nature Switzerland, 2026. https://doi.org/10.1007/978-3-032-16889-4_13.'
ieee: S. Berlik and M. Seidpisheh, “A Unified Framework for Intelligent Product
Configuration Using Knowledge Graphs and Bayesian Networks,” in 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,
Siegen, 2026, pp. 131–141.
mla: Berlik, Stefan, and Mohammad Seidpisheh. “A Unified Framework for Intelligent
Product Configuration Using Knowledge Graphs and Bayesian Networks.” 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,
edited by Martin Manns, Springer Nature Switzerland, 2026, pp. 131–41, doi:10.1007/978-3-032-16889-4_13.
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.'
conference:
end_date: 2025-09-12
location: Siegen
name: 10th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV
2025) and the 12th World Mass Customization and Personalization Conference (MCPC
2025)
start_date: 2025-09-09
date_created: 2026-09-07T17:05:29Z
date_updated: 2026-09-08T08:45:48Z
doi: 10.1007/978-3-032-16889-4_13
editor:
- first_name: Martin
full_name: Manns, Martin
last_name: Manns
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 131-141
place: Cham
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
publication_identifier:
eisbn:
- 978-3-032-16889-4
eissn:
- 2195-4364
isbn:
- 978-3-032-16888-7
issn:
- 2195-4356
publication_status: published
publisher: Springer Nature Switzerland
series_title: Lecture Notes in Mechanical Engineering
status: public
title: A Unified Framework for Intelligent Product Configuration Using Knowledge Graphs
and Bayesian Networks
type: conference
user_id: '220548'
year: '2026'
...
---
_id: '6977'
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
\r\n Objectives - \r\n To identify and
map behaviours and strategies of adults with CHF to manage symptoms in daily life.\r\n
\
\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
\
\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
\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
\
\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 "
author:
- first_name: Severin
full_name: Pietsch, Severin
last_name: Pietsch
- first_name: Sascha
full_name: Köpke, Sascha
last_name: Köpke
- first_name: Christa
full_name: Büker, Christa
id: '225931'
last_name: Büker
- first_name: Irene
full_name: Müller, Irene
last_name: Müller
citation:
alphadin: 'Pietsch, Severin ; Köpke, Sascha ; Büker,
Christa ; Müller, Irene:
Symptom Management in Chronic Heart Failure: Strategies and Behaviours From Patients’
Perspectives—A Scoping Review. In: Health Expectations Bd. 29, Wiley (2026),
Nr. 2'
ama: 'Pietsch S, Köpke S, Büker C, Müller I. Symptom Management in Chronic Heart
Failure: Strategies and Behaviours From Patients’ Perspectives—A Scoping Review.
Health Expectations. 2026;29(2). doi:10.1111/hex.70667'
apa: 'Pietsch, S., Köpke, S., Büker, C., & Müller, I. (2026). Symptom Management
in Chronic Heart Failure: Strategies and Behaviours From Patients’ Perspectives—A
Scoping Review. Health Expectations, 29(2). https://doi.org/10.1111/hex.70667'
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={10.1111/hex.70667},
number={2}, journal={Health Expectations}, publisher={Wiley}, author={Pietsch,
Severin and Köpke, Sascha and Büker, Christa and Müller, Irene}, year={2026} }'
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.” Health Expectations 29, no. 2 (2026). https://doi.org/10.1111/hex.70667.'
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,” Health Expectations, 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.” Health Expectations,
vol. 29, no. 2, Wiley, 2026, doi:10.1111/hex.70667.'
short: S. Pietsch, S. Köpke, C. Büker, I. Müller, Health Expectations 29 (2026).
date_created: 2026-06-02T09:09:56Z
date_updated: 2026-09-07T11:20:41Z
department:
- _id: 4b342258-bee3-11eb-b75f-c9bf9d645214
doi: 10.1111/hex.70667
intvolume: ' 29'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Health Expectations
publication_identifier:
eissn:
- 1369-7625
issn:
- 1369-6513
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: 'Symptom Management in Chronic Heart Failure: Strategies and Behaviours From
Patients’ Perspectives—A Scoping Review'
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: journal_article
user_id: '231260'
volume: 29
year: '2026'
...
---
_id: '6978'
abstract:
- lang: ger
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: eng
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 "
alternative_title:
- Einige kursorische Überlegungen
author:
- first_name: Philipp
full_name: Waag, Philipp
id: '225269'
last_name: Waag
- first_name: Anne-Kathrin
full_name: Schmitz, Anne-Kathrin
last_name: Schmitz
- first_name: Udo
full_name: Seelmeyer, Udo
id: '232950'
last_name: Seelmeyer
orcid: 0009-0007-5835-5997
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0007-5835-5997/work/225979686
- first_name: Dominic
full_name: Becking, Dominic
id: '210346'
last_name: Becking
orcid: 0000-0001-9291-9994
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9291-9994/work/225979687
- first_name: Matti Miikka Johannes
full_name: Laak, Matti Miikka Johannes
id: '211687'
last_name: Laak
- first_name: Marc
full_name: Weinhardt, Marc
last_name: Weinhardt
citation:
alphadin: 'Waag, Philipp ; Schmitz,
Anne-Kathrin ; Seelmeyer, Udo
; Becking, Dominic ; Laak,
Matti Miikka Johannes ; Weinhardt,
Marc: Potenziale und Hürden stationärer Onlineberatung in der Sozialen
Arbeit. In: Sozial Extra Bd. 50, Springer Science and Business Media LLC
(2026), Nr. 1, S. 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. Sozial Extra.
2026;50(1):68-72. doi:10.1007/s12054-026-00846-z
apa: Waag, P., Schmitz, A.-K., Seelmeyer, U., Becking, D., Laak, M. M. J., &
Weinhardt, M. (2026). Potenziale und Hürden stationärer Onlineberatung in der
Sozialen Arbeit. Sozial Extra, 50(1), 68–72. https://doi.org/10.1007/s12054-026-00846-z
bibtex: '@article{Waag_Schmitz_Seelmeyer_Becking_Laak_Weinhardt_2026, title={Potenziale
und Hürden stationärer Onlineberatung in der Sozialen Arbeit}, volume={50}, DOI={10.1007/s12054-026-00846-z},
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}
}'
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.” Sozial Extra 50, no. 1 (2026): 68–72. https://doi.org/10.1007/s12054-026-00846-z.'
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,” Sozial
Extra, vol. 50, no. 1, pp. 68–72, 2026.
mla: Waag, Philipp, et al. “Potenziale und Hürden stationärer Onlineberatung in
der Sozialen Arbeit.” Sozial Extra, vol. 50, no. 1, Springer Science and
Business Media LLC, 2026, pp. 68–72, doi:10.1007/s12054-026-00846-z.
short: P. Waag, A.-K. Schmitz, U. Seelmeyer, D. Becking, M.M.J. Laak, M. Weinhardt,
Sozial Extra 50 (2026) 68–72.
date_created: 2026-06-02T09:11:18Z
date_updated: 2026-09-07T11:20:22Z
department:
- _id: '105'
doi: 10.1007/s12054-026-00846-z
intvolume: ' 50'
issue: '1'
language:
- iso: ger
main_file_link:
- open_access: '1'
oa: '1'
page: 68-72
publication: Sozial Extra
publication_identifier:
eissn:
- 1863-8953
issn:
- 0931-279X
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
status: public
title: Potenziale und Hürden stationärer Onlineberatung in der Sozialen Arbeit
type: journal_article
user_id: '231260'
volume: 50
year: '2026'
...
---
_id: '7141'
abstract:
- lang: eng
text: " This tutorial provides a comprehensive and intuitive journey
through the evolution of deep generative models, tracing a clear path from the
foundations of Principal Component Analysis (PCA) to modern Variational Autoencoders
(VAEs), showing how each method solves the limitations of the previous one. We
begin with PCA, a linear tool for reducing data dimensions. Its inability to model
non-linear patterns motivates the use of Autoencoders (AEs), which use neural
networks to learn flexible, compressed representations. However, AEs lack a probabilistic
framework, preventing them from generating new data. VAEs address this by treating
the latent space as a probability distribution, enabling data generation. We compare
the three methods through theoretical analysis, experiments, and step-by-step
numerical examples that show exactly how each model compresses data—a detail often
missing elsewhere. Unlike resources that treat these topics separately, we connect
them into a single narrative, building intuition progressively from linear to
probabilistic deep generative models.\r\n "
article_number: '23'
author:
- first_name: Alaa
full_name: Tharwat, Alaa
id: '238549'
last_name: Tharwat
- first_name: Mahmoud M.
full_name: Eid, Mahmoud M.
last_name: Eid
citation:
alphadin: 'Tharwat, Alaa ; Eid,
Mahmoud M.: The Path from PCA to Autoencoders to Variational Autoencoders:
Building Intuition for Deep Generative Modeling. In: Stats Bd. 9, MDPI
AG (2026), Nr. 2'
ama: 'Tharwat A, Eid MM. The Path from PCA to Autoencoders to Variational Autoencoders:
Building Intuition for Deep Generative Modeling. Stats. 2026;9(2). doi:10.3390/stats9020023'
apa: 'Tharwat, A., & Eid, M. M. (2026). The Path from PCA to Autoencoders to
Variational Autoencoders: Building Intuition for Deep Generative Modeling. Stats,
9(2). https://doi.org/10.3390/stats9020023'
bibtex: '@article{Tharwat_Eid_2026, title={The Path from PCA to Autoencoders to
Variational Autoencoders: Building Intuition for Deep Generative Modeling}, volume={9},
DOI={10.3390/stats9020023},
number={223}, journal={Stats}, publisher={MDPI AG}, author={Tharwat, Alaa and
Eid, Mahmoud M.}, year={2026} }'
chicago: 'Tharwat, Alaa, and Mahmoud M. Eid. “The Path from PCA to Autoencoders
to Variational Autoencoders: Building Intuition for Deep Generative Modeling.”
Stats 9, no. 2 (2026). https://doi.org/10.3390/stats9020023.'
ieee: 'A. Tharwat and M. M. Eid, “The Path from PCA to Autoencoders to Variational
Autoencoders: Building Intuition for Deep Generative Modeling,” Stats,
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.” Stats,
vol. 9, no. 2, 23, MDPI AG, 2026, doi:10.3390/stats9020023.'
short: A. Tharwat, M.M. Eid, Stats 9 (2026).
date_created: 2026-09-07T11:05:40Z
date_updated: 2026-09-07T11:19:18Z
department:
- _id: '103'
doi: 10.3390/stats9020023
intvolume: ' 9'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.mdpi.com/2571-905X/9/2/23
oa: '1'
publication: Stats
publication_identifier:
eissn:
- 2571-905X
publication_status: published
publisher: MDPI AG
quality_controlled: '1'
status: public
title: 'The Path from PCA to Autoencoders to Variational Autoencoders: Building Intuition
for Deep Generative Modeling'
type: journal_article
user_id: '231260'
volume: 9
year: '2026'
...
---
_id: '7142'
article_number: '134217'
author:
- first_name: Xenia Ricarda
full_name: Steurer, Xenia Ricarda
id: '249921'
last_name: Steurer
- first_name: B.
full_name: Kalik, B.
last_name: Kalik
- first_name: D.
full_name: Jakobs-Schönwandt, D.
last_name: Jakobs-Schönwandt
- first_name: A.
full_name: Grünberger, A.
last_name: Grünberger
- first_name: 'Anant V. '
full_name: 'Patel, Anant V. '
id: '201870'
last_name: Patel
citation:
alphadin: 'Steurer, Xenia Ricarda
; Kalik, B. ; Jakobs-Schönwandt,
D. ; Grünberger, A. ; Patel, Anant V. : Development of a bioprocess
with Streptomyces setonensis to produce a novel herbicidal sugar as an alternative
to glyphosate. In: Bioresource Technology Bd. 447, Elsevier BV (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. Bioresource Technology. 2026;447. doi:10.1016/j.biortech.2026.134217
apa: Steurer, X. R., Kalik, B., Jakobs-Schönwandt, D., Grünberger, A., & Patel,
A. V. (2026). Development of a bioprocess with Streptomyces setonensis to produce
a novel herbicidal sugar as an alternative to glyphosate. Bioresource Technology,
447. https://doi.org/10.1016/j.biortech.2026.134217
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={10.1016/j.biortech.2026.134217},
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} }'
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.” Bioresource
Technology 447 (2026). https://doi.org/10.1016/j.biortech.2026.134217.
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,” Bioresource Technology, vol. 447,
2026.
mla: Steurer, Xenia Ricarda, et al. “Development of a Bioprocess with Streptomyces
Setonensis to Produce a Novel Herbicidal Sugar as an Alternative to Glyphosate.”
Bioresource Technology, vol. 447, 134217, Elsevier BV, 2026, doi:10.1016/j.biortech.2026.134217.
short: X.R. Steurer, B. Kalik, D. Jakobs-Schönwandt, A. Grünberger, A.V. Patel,
Bioresource Technology 447 (2026).
date_created: 2026-09-07T11:10:46Z
date_updated: 2026-09-07T11:19:11Z
department:
- _id: '103'
doi: 10.1016/j.biortech.2026.134217
intvolume: ' 447'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.sciencedirect.com/science/article/pii/S0960852426002981?via%3Dihub
oa: '1'
publication: Bioresource Technology
publication_identifier:
issn:
- '09608524'
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Development of a bioprocess with Streptomyces setonensis to produce a novel
herbicidal sugar as an alternative to glyphosate
type: journal_article
user_id: '231260'
volume: 447
year: '2026'
...
---
_id: '7129'
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.'
author:
- first_name: Katharina
full_name: Steinke, Katharina
id: '263885'
last_name: Steinke
- first_name: Sara
full_name: Kohestani, Sara
last_name: Kohestani
citation:
alphadin: 'Steinke, Katharina ; Kohestani, Sara: Vermeidung der Abfalleigenschaft
als Voraussetzung zirkulärer Geschäftsmodelle, 2026'
ama: Steinke K, Kohestani S. Vermeidung Der Abfalleigenschaft Als Voraussetzung
Zirkulärer Geschäftsmodelle.; 2026.
apa: Steinke, K., & Kohestani, S. (2026). Vermeidung der Abfalleigenschaft
als Voraussetzung zirkulärer Geschäftsmodelle.
bibtex: '@book{Steinke_Kohestani_2026, title={Vermeidung der Abfalleigenschaft als
Voraussetzung zirkulärer Geschäftsmodelle}, author={Steinke, Katharina and Kohestani,
Sara}, year={2026} }'
chicago: Steinke, Katharina, and Sara Kohestani. Vermeidung Der Abfalleigenschaft
Als Voraussetzung Zirkulärer Geschäftsmodelle, 2026.
ieee: K. Steinke and S. Kohestani, Vermeidung der Abfalleigenschaft als Voraussetzung
zirkulärer Geschäftsmodelle. 2026.
mla: Steinke, Katharina, and Sara Kohestani. Vermeidung Der Abfalleigenschaft
Als Voraussetzung Zirkulärer Geschäftsmodelle. 2026.
short: K. Steinke, S. Kohestani, Vermeidung Der Abfalleigenschaft Als Voraussetzung
Zirkulärer Geschäftsmodelle, 2026.
date_created: 2026-08-30T09:40:28Z
date_updated: 2026-09-02T14:23:42Z
file:
- access_level: open_access
content_type: application/pdf
creator: ksteinke2
date_created: 2026-08-30T09:43:24Z
date_updated: 2026-08-30T09:43:24Z
file_id: '7131'
file_name: Vermeidung der Abfalleigenschaft_Steinke_Kohestani.pdf
file_size: 171811
relation: main_file
success: 1
file_date_updated: 2026-08-30T09:43:24Z
has_accepted_license: '1'
jel:
- K32
keyword:
- Kreislaufwirtschaftsrecht
- Abfalleigenschaft
- Abfallvermeidung
- KrWG
language:
- iso: eng
oa: '1'
status: public
title: Vermeidung der Abfalleigenschaft als Voraussetzung zirkulärer Geschäftsmodelle
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: working_paper
urn: urn:nbn:de:hbz:bi10-71298
user_id: '220548'
year: '2026'
...
---
_id: '7123'
author:
- first_name: Pauline
full_name: Lattwesen, Pauline
id: '247827'
last_name: Lattwesen
- first_name: Jonas
full_name: Bothstedt, Jonas
last_name: Bothstedt
citation:
alphadin: 'Lattwesen, Pauline ; Bothstedt, Jonas: Erweiterte Herstellerverantwortung
für Verpackungen im europäischen Vergleich: Reichweite und Grenzen der Harmonisierung
durch die PPWR, 2026'
ama: 'Lattwesen P, Bothstedt J. Erweiterte Herstellerverantwortung Für Verpackungen
Im Europäischen Vergleich: Reichweite Und Grenzen Der Harmonisierung Durch Die
PPWR.; 2026.'
apa: 'Lattwesen, P., & Bothstedt, J. (2026). Erweiterte Herstellerverantwortung
für Verpackungen im europäischen Vergleich: Reichweite und Grenzen der Harmonisierung
durch die PPWR.'
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}
}'
chicago: 'Lattwesen, Pauline, and Jonas Bothstedt. Erweiterte Herstellerverantwortung
Für Verpackungen Im Europäischen Vergleich: Reichweite Und Grenzen Der Harmonisierung
Durch Die PPWR, 2026.'
ieee: 'P. Lattwesen and J. Bothstedt, Erweiterte Herstellerverantwortung für
Verpackungen im europäischen Vergleich: Reichweite und Grenzen der Harmonisierung
durch die PPWR. 2026.'
mla: 'Lattwesen, Pauline, and Jonas Bothstedt. Erweiterte Herstellerverantwortung
Für Verpackungen Im Europäischen Vergleich: Reichweite Und Grenzen Der Harmonisierung
Durch Die PPWR. 2026.'
short: 'P. Lattwesen, J. Bothstedt, Erweiterte Herstellerverantwortung Für Verpackungen
Im Europäischen Vergleich: Reichweite Und Grenzen Der Harmonisierung Durch Die
PPWR, 2026.'
date_created: 2026-08-29T08:46:02Z
date_updated: 2026-09-02T14:22:22Z
file:
- access_level: open_access
content_type: application/pdf
creator: plattwesen
date_created: 2026-08-29T08:51:32Z
date_updated: 2026-08-29T08:51:32Z
file_id: '7125'
file_name: Veröffentlichung.pdf
file_size: 985976
relation: main_file
success: 1
file_date_updated: 2026-08-29T08:51:32Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
status: public
title: 'Erweiterte Herstellerverantwortung für Verpackungen im europäischen Vergleich:
Reichweite und Grenzen der Harmonisierung durch die PPWR'
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: working_paper
urn: urn:nbn:de:hbz:bi10-71238
user_id: '220548'
year: '2026'
...
---
_id: '7134'
abstract:
- lang: eng
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 "
article_number: '8966'
author:
- first_name: Kalterina
full_name: Shulla, Kalterina
id: '256375'
last_name: Shulla
orcid: 0000-0002-1455-1140
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-1455-1140/work/225564490
- first_name: Walter Leal
full_name: Filho, Walter Leal
last_name: Filho
- first_name: Salim
full_name: Lardjane, Salim
last_name: Lardjane
- first_name: Giuseppe
full_name: Scandone, Giuseppe
last_name: Scandone
citation:
alphadin: 'Shulla, Kalterina ; Filho, Walter Leal ; Lardjane,
Salim ; Scandone, Giuseppe:
Biophilic Design, Human Well-Being, and SDG Interactions in the Context of COVID-19.
In: Sustainability Bd. 18, MDPI AG (2026), Nr. 17'
ama: Shulla K, Filho WL, Lardjane S, Scandone G. Biophilic Design, Human Well-Being,
and SDG Interactions in the Context of COVID-19. Sustainability. 2026;18(17).
doi:10.3390/su18178966
apa: Shulla, K., Filho, W. L., Lardjane, S., & Scandone, G. (2026). Biophilic
Design, Human Well-Being, and SDG Interactions in the Context of COVID-19. Sustainability,
18(17). https://doi.org/10.3390/su18178966
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={10.3390/su18178966}, number={178966},
journal={Sustainability}, publisher={MDPI AG}, author={Shulla, Kalterina and Filho,
Walter Leal and Lardjane, Salim and Scandone, Giuseppe}, year={2026} }'
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.”
Sustainability 18, no. 17 (2026). https://doi.org/10.3390/su18178966.
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,” Sustainability,
vol. 18, no. 17, 2026.
mla: Shulla, Kalterina, et al. “Biophilic Design, Human Well-Being, and SDG Interactions
in the Context of COVID-19.” Sustainability, vol. 18, no. 17, 8966, MDPI
AG, 2026, doi:10.3390/su18178966.
short: K. Shulla, W.L. Filho, S. Lardjane, G. Scandone, Sustainability 18 (2026).
date_created: 2026-09-01T15:55:30Z
date_updated: 2026-09-02T14:20:50Z
doi: 10.3390/su18178966
intvolume: ' 18'
issue: '17'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Sustainability
publication_identifier:
eissn:
- 2071-1050
publication_status: published
publisher: MDPI AG
status: public
title: Biophilic Design, Human Well-Being, and SDG Interactions in the Context of
COVID-19
type: journal_article
user_id: '220548'
volume: 18
year: '2026'
...
---
_id: '7118'
author:
- first_name: Vahid
full_name: Jamebozorgi, Vahid
id: '242086'
last_name: Jamebozorgi
orcid: 0009-0005-5700-3549
- first_name: Christian
full_name: Schröder, Christian
last_name: Schröder
citation:
alphadin: 'Jamebozorgi, Vahid ; Schröder, Christian: Virtual Characterization
Lab: A python toolkit for material characterization from molecular dynamics. In:
, Verhandlungen der Deutschen Physikalischen Gesellschaft . Bd. 61 (2026),
Nr. 2'
ama: 'Jamebozorgi V, Schröder C. Virtual Characterization Lab: A python toolkit
for material characterization from molecular dynamics. 2026;61(2).'
apa: 'Jamebozorgi, V., & Schröder, C. (2026). Virtual Characterization Lab:
A python toolkit for material characterization from molecular dynamics. Presented
at the Frühjahrstagung der Deutschen Physikalischen Gesellschaft, Dresden.'
bibtex: '@article{Jamebozorgi_Schröder_2026, series={Verhandlungen der Deutschen
Physikalischen Gesellschaft }, title={Virtual Characterization Lab: A python toolkit
for material characterization from molecular dynamics}, volume={61}, number={2},
author={Jamebozorgi, Vahid and Schröder, Christian}, year={2026}, collection={Verhandlungen
der Deutschen Physikalischen Gesellschaft } }'
chicago: 'Jamebozorgi, Vahid, and Christian Schröder. “Virtual Characterization
Lab: A Python Toolkit for Material Characterization from Molecular Dynamics.”
Verhandlungen Der Deutschen Physikalischen Gesellschaft , 2026.'
ieee: 'V. Jamebozorgi and C. Schröder, “Virtual Characterization Lab: A python toolkit
for material characterization from molecular dynamics,” vol. 61, no. 2. 2026.'
mla: 'Jamebozorgi, Vahid, and Christian Schröder. Virtual Characterization Lab:
A Python Toolkit for Material Characterization from Molecular Dynamics. Vol.
61, no. 2, 2026.'
short: V. Jamebozorgi, C. Schröder, 61 (2026).
conference:
end_date: 2026-03-13
location: Dresden
name: Frühjahrstagung der Deutschen Physikalischen Gesellschaft
start_date: 2026-03-08
date_created: 2026-08-24T16:10:31Z
date_updated: 2026-08-28T15:31:39Z
department:
- _id: '103'
intvolume: ' 61'
issue: '2'
language:
- iso: eng
project:
- _id: f89a05bb-bcea-11ed-9442-ed382659bc06
name: Bielefelder Institut für Angewandte Materialforschung
publication_identifier:
eissn:
- '751-0522 '
research_group:
- _id: af778127-b366-11ed-bde2-daed2b8eafee
name: Bielefelder Institut für Angewandte Materialforschung (BIfAM)
series_title: 'Verhandlungen der Deutschen Physikalischen Gesellschaft '
status: public
title: 'Virtual Characterization Lab: A python toolkit for material characterization
from molecular dynamics'
type: conference_abstract
user_id: '220548'
volume: 61
year: '2026'
...
---
_id: '7120'
abstract:
- lang: eng
text: Current simulation workflows overwhelmingly rely on idealized or implicit
microstructures, which prevents true side‑by‑side comparison with experiments
and slows methodological progress. Directly simulating experimentally identical
samples—using atomistic and continuum models—is a critical yet largely unrealized
step toward predictive, microstructure‑aware materials discovery. In this work,
we introduce MultiBEST, a unified GUI‑based framework that constructs experimentally
faithful atomistic and continuum models directly from 2D micrographs, EBSD data,
or simple user sketches. The resulting continuum representations explicitly resolve
grain boundaries as crystallography‑aware volumetric interfaces with distinct
properties, enabling multiscale modelling that approaches atomistic‑level fidelity.
MultiBEST delivers an end‑to‑end pipeline—from image processing to final model
export—with tunable computational cost, from rapid prototyping to large‑scale
simulations.
author:
- first_name: Vahid
full_name: Jamebozorgi, Vahid
id: '242086'
last_name: Jamebozorgi
orcid: 0009-0005-5700-3549
- first_name: Robin
full_name: Quisbrok, Robin
last_name: Quisbrok
- first_name: Amirbahador
full_name: Nasari, Amirbahador
last_name: Nasari
- first_name: Christian
full_name: Schröder, Christian
id: '35809'
last_name: Schröder
orcid: 0000-0002-6391-6548
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6391-6548/work/225113793
citation:
alphadin: 'Jamebozorgi, Vahid ; Quisbrok, Robin ; Nasari,
Amirbahador ; Schröder, Christian:
MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit :
Vahid Jamebozorgi, self-published, 2026'
ama: Jamebozorgi V, Quisbrok R, Nasari A, Schröder C. MultiBEST – Multiscale/Multiphase
Bridging Experiment and Simulation Toolkit. Vahid Jamebozorgi, self-published;
2026.
apa: Jamebozorgi, V., Quisbrok, R., Nasari, A., & Schröder, C. (2026). MultiBEST
– Multiscale/Multiphase Bridging Experiment and Simulation Toolkit. Vahid
Jamebozorgi, self-published.
bibtex: '@book{Jamebozorgi_Quisbrok_Nasari_Schröder_2026, title={MultiBEST – Multiscale/Multiphase
Bridging Experiment and Simulation Toolkit}, publisher={Vahid Jamebozorgi, self-published},
author={Jamebozorgi, Vahid and Quisbrok, Robin and Nasari, Amirbahador and Schröder,
Christian}, year={2026} }'
chicago: Jamebozorgi, Vahid, Robin Quisbrok, Amirbahador Nasari, and Christian Schröder.
MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit.
Vahid Jamebozorgi, self-published, 2026.
ieee: V. Jamebozorgi, R. Quisbrok, A. Nasari, and C. Schröder, MultiBEST – Multiscale/Multiphase
Bridging Experiment and Simulation Toolkit. Vahid Jamebozorgi, self-published,
2026.
mla: Jamebozorgi, Vahid, et al. MultiBEST – Multiscale/Multiphase Bridging Experiment
and Simulation Toolkit. Vahid Jamebozorgi, self-published, 2026.
short: V. Jamebozorgi, R. Quisbrok, A. Nasari, C. Schröder, MultiBEST – Multiscale/Multiphase
Bridging Experiment and Simulation Toolkit, Vahid Jamebozorgi, self-published,
2026.
date_created: 2026-08-24T16:35:13Z
date_updated: 2026-08-28T13:46:33Z
department:
- _id: '103'
keyword:
- Atomistic simulation
- EBSD
- Mesh generation
- Finite element methods
- Image processing
- Digital-twin
- Multiscale modeling
project:
- _id: f89a05bb-bcea-11ed-9442-ed382659bc06
name: Bielefelder Institut für Angewandte Materialforschung
publisher: Vahid Jamebozorgi, self-published
related_material:
link:
- relation: confirmation
url: https://github.com/Vahid-jb/MultiBEST---Multiscale-Multiphase-Bridging-Experiment-and-Simulation-Toolkit
research_group:
- _id: af778127-b366-11ed-bde2-daed2b8eafee
name: Bielefelder Institut für Angewandte Materialforschung (BIfAM)
status: public
title: MultiBEST – Multiscale/Multiphase Bridging Experiment and Simulation Toolkit
type: research_data
user_id: '242086'
year: '2026'
...
---
_id: '7119'
abstract:
- lang: eng
text: Material discovery using traditional experimental methods is a slow and costly
process, often limited by the sampling process, characterization condition constraints,
and the requirement for expensive equipment. While computational tools have transformed
materials research by accelerating the investigation of material properties, a
significant gap remains in connecting high-fidelity simulations with established
experimental characterization techniques. Virtual Characterization Lab (VCL),
a unified, open-source toolkit designed to bridge this gap. The VCL streamlines
pre- and post-processing workflows—primarily designed for, but not limited to,
molecular dynamics (MD) simulations. It enables researchers to analyze crystallography
and generate essential characterization data, including X-ray Diffraction (XRD),
Selected Area Electron Diffraction (SAED), Vibrational Density of States (VDOS),
and Infrared (IR) spectra, all within a single, intuitive graphical user interface
(GUI). By integrating every step from initial structure preparation to final data
visualization, the VCL accelerates materials discovery by making virtual characterization
more efficient, accessible, and directly comparable to experimental results.
author:
- first_name: Vahid
full_name: Jamebozorgi, Vahid
id: '242086'
last_name: Jamebozorgi
orcid: 0009-0005-5700-3549
- first_name: Robin
full_name: Quisbrok, Robin
last_name: Quisbrok
- first_name: Christian
full_name: Schröder, Christian
id: '35809'
last_name: Schröder
orcid: 0000-0002-6391-6548
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6391-6548/work/225113776
citation:
alphadin: 'Jamebozorgi, Vahid ; Quisbrok, Robin ; Schröder,
Christian: Virtual Characterization Lab Toolkit : Vahid Jamebozorgi,
self-published, 2026'
ama: Jamebozorgi V, Quisbrok R, Schröder C. Virtual Characterization Lab Toolkit.
Vahid Jamebozorgi, self-published; 2026.
apa: Jamebozorgi, V., Quisbrok, R., & Schröder, C. (2026). Virtual Characterization
Lab Toolkit. Vahid Jamebozorgi, self-published.
bibtex: '@book{Jamebozorgi_Quisbrok_Schröder_2026, title={Virtual Characterization
Lab Toolkit}, publisher={Vahid Jamebozorgi, self-published}, author={Jamebozorgi,
Vahid and Quisbrok, Robin and Schröder, Christian}, year={2026} }'
chicago: Jamebozorgi, Vahid, Robin Quisbrok, and Christian Schröder. Virtual
Characterization Lab Toolkit. Vahid Jamebozorgi, self-published, 2026.
ieee: V. Jamebozorgi, R. Quisbrok, and C. Schröder, Virtual Characterization
Lab Toolkit. Vahid Jamebozorgi, self-published, 2026.
mla: Jamebozorgi, Vahid, et al. Virtual Characterization Lab Toolkit. Vahid
Jamebozorgi, self-published, 2026.
short: V. Jamebozorgi, R. Quisbrok, C. Schröder, Virtual Characterization Lab Toolkit,
Vahid Jamebozorgi, self-published, 2026.
date_created: 2026-08-24T16:29:50Z
date_updated: 2026-08-28T13:46:22Z
department:
- _id: '103'
keyword:
- Atomistic simulation
- Defects
- XRD
- TEM
- Vibrational analysis
- Virtual material characterization
project:
- _id: f89a05bb-bcea-11ed-9442-ed382659bc06
name: Bielefelder Institut für Angewandte Materialforschung
publisher: Vahid Jamebozorgi, self-published
related_material:
link:
- relation: confirmation
url: https://github.com/Vahid-jb/Virtual-Characterization-Lab-Toolkit
research_group:
- _id: af778127-b366-11ed-bde2-daed2b8eafee
name: Bielefelder Institut für Angewandte Materialforschung (BIfAM)
status: public
title: Virtual Characterization Lab Toolkit
type: research_data
user_id: '242086'
year: '2026'
...
---
_id: '7122'
abstract:
- lang: eng
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."
author:
- first_name: Sven
full_name: Battermann, Sven
id: '219522'
last_name: Battermann
orcid: 0000-0001-7203-7396
orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7203-7396/work/225055858
- first_name: Heyno
full_name: Garbe, Heyno
last_name: Garbe
citation:
alphadin: 'Battermann, Sven ; Garbe, Heyno: Vergleich von Emissionsmessverfahren
oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen. In: Apprimus
(Hrsg.): Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress
für Elektromagnetische Verträglichkeit. Aachen, 2026'
ama: 'Battermann S, Garbe H. Vergleich von Emissionsmessverfahren oberhalb 1 GHz
mit Analyse des Messaufwands und Alternativen. In: Apprimus, ed. Proceedings
EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische
Verträglichkeit. Aachen; 2026. doi:10.15488/21126'
apa: 'Battermann, S., & Garbe, H. (2026). Vergleich von Emissionsmessverfahren
oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen. In Apprimus (Ed.),
Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische
Verträglichkeit. Aachen. https://doi.org/10.15488/21126'
bibtex: '@inproceedings{Battermann_Garbe_2026, place={Aachen}, title={Vergleich
von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen},
DOI={10.15488/21126}, booktitle={Proceedings
EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische
Verträglichkeit}, author={Battermann, Sven and Garbe, Heyno}, editor={ApprimusEditor},
year={2026} }'
chicago: 'Battermann, Sven, and Heyno Garbe. “Vergleich von Emissionsmessverfahren
oberhalb 1 GHz mit Analyse des Messaufwands und Alternativen.” In Proceedings
EMV Kongress 2026 : Internationale Fachmesse und Kongress für Elektromagnetische
Verträglichkeit, edited by Apprimus. Aachen, 2026. https://doi.org/10.15488/21126.'
ieee: 'S. Battermann and H. Garbe, “Vergleich von Emissionsmessverfahren oberhalb
1 GHz mit Analyse des Messaufwands und Alternativen,” in Proceedings EMV Kongress
2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit,
Köln, 2026.'
mla: 'Battermann, Sven, and Heyno Garbe. “Vergleich von Emissionsmessverfahren oberhalb
1 GHz mit Analyse des Messaufwands und Alternativen.” Proceedings EMV Kongress
2026 : Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit,
edited by Apprimus, 2026, doi:10.15488/21126.'
short: 'S. Battermann, H. Garbe, in: Apprimus (Ed.), Proceedings EMV Kongress 2026 :
Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit,
Aachen, 2026.'
conference:
end_date: 2026-03-26
location: Köln
name: EMV 2026
start_date: 2026-03-24
corporate_editor:
- Apprimus
date_created: 2026-08-27T21:28:54Z
date_updated: 2026-08-28T13:03:09Z
department:
- _id: '102'
doi: 10.15488/21126
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://doi.org/10.15488/21126
oa: '1'
place: Aachen
project:
- _id: A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D
name: Institute for Building Intelligence
publication: 'Proceedings EMV Kongress 2026 : Internationale Fachmesse und Kongress
für Elektromagnetische Verträglichkeit'
publication_status: published
quality_controlled: '1'
status: public
title: Vergleich von Emissionsmessverfahren oberhalb 1 GHz mit Analyse des Messaufwands
und Alternativen
type: conference
user_id: '220548'
year: '2026'
...
---
_id: '7114'
author:
- first_name: Carolin
full_name: Sieg, Carolin
id: '264562'
last_name: Sieg
- first_name: Linda
full_name: Tozo, Linda
last_name: Tozo
- first_name: Nahrin
full_name: Marouka, Nahrin
last_name: Marouka
citation:
alphadin: 'Sieg, Carolin ; Tozo,
Linda ; Marouka, Nahrin:
Essbarer Käseüberzug - Lebensmittel oder Verpackung?, 2026'
ama: Sieg C, Tozo L, Marouka N. Essbarer Käseüberzug - Lebensmittel Oder Verpackung?;
2026.
apa: Sieg, C., Tozo, L., & Marouka, N. (2026). Essbarer Käseüberzug - Lebensmittel
oder Verpackung?
bibtex: '@book{Sieg_Tozo_Marouka_2026, title={Essbarer Käseüberzug - Lebensmittel
oder Verpackung?}, author={Sieg, Carolin and Tozo, Linda and Marouka, Nahrin},
year={2026} }'
chicago: Sieg, Carolin, Linda Tozo, and Nahrin Marouka. Essbarer Käseüberzug
- Lebensmittel Oder Verpackung?, 2026.
ieee: C. Sieg, L. Tozo, and N. Marouka, Essbarer Käseüberzug - Lebensmittel oder
Verpackung? 2026.
mla: Sieg, Carolin, et al. Essbarer Käseüberzug - Lebensmittel Oder Verpackung?
2026.
short: C. Sieg, L. Tozo, N. Marouka, Essbarer Käseüberzug - Lebensmittel Oder Verpackung?,
2026.
date_created: 2026-08-24T15:11:04Z
date_updated: 2026-08-26T13:36:51Z
file:
- access_level: open_access
content_type: application/pdf
creator: csieg1
date_created: 2026-08-24T15:08:40Z
date_updated: 2026-08-24T15:08:40Z
file_id: '7115'
file_name: WA_Essbarer_Käseüberzug.pdf
file_size: 233480
relation: main_file
success: 1
file_date_updated: 2026-08-24T15:08:40Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
status: public
title: Essbarer Käseüberzug - Lebensmittel oder Verpackung?
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: working_paper
urn: urn:nbn:de:hbz:bi10-71149
user_id: '220548'
year: '2026'
...
---
_id: '7108'
author:
- first_name: Nadja
full_name: Körner, Nadja
last_name: Körner
- first_name: Judith
full_name: Enkh, Judith
last_name: Enkh
- first_name: Flavian
full_name: Knoblauch, Flavian
last_name: Knoblauch
- first_name: Lena
full_name: Schekelmann, Lena
id: '253510'
last_name: Schekelmann
- first_name: Kristina
full_name: Seidler-Rolf, Kristina
id: '250348'
last_name: Seidler-Rolf
orcid: 0009-0002-6622-5459
orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-6622-5459/work/224693919
citation:
alphadin: 'Körner, Nadja ; Enkh,
Judith ; Knoblauch, Flavian
; Schekelmann, Lena ; Seidler-Rolf,
Kristina: Nachhaltigkeit in der Praxisanleitung verankern. In: Die Schwester
I Der Pfleger, Bibliomed (2026), Nr. 8, S. 48–49'
ama: Körner N, Enkh J, Knoblauch F, Schekelmann L, Seidler-Rolf K. Nachhaltigkeit
in der Praxisanleitung verankern. Die Schwester I Der Pfleger. 2026;(8):48-49.
apa: Körner, N., Enkh, J., Knoblauch, F., Schekelmann, L., & Seidler-Rolf, K.
(2026). Nachhaltigkeit in der Praxisanleitung verankern. Die Schwester I Der
Pfleger, (8), 48–49.
bibtex: '@article{Körner_Enkh_Knoblauch_Schekelmann_Seidler-Rolf_2026, title={Nachhaltigkeit
in der Praxisanleitung verankern}, number={8}, journal={Die Schwester I Der Pfleger},
publisher={Bibliomed}, author={Körner, Nadja and Enkh, Judith and Knoblauch, Flavian
and Schekelmann, Lena and Seidler-Rolf, Kristina}, year={2026}, pages={48–49}
}'
chicago: 'Körner, Nadja, Judith Enkh, Flavian Knoblauch, Lena Schekelmann, and Kristina
Seidler-Rolf. “Nachhaltigkeit in der Praxisanleitung verankern.” Die Schwester
I Der Pfleger, no. 8 (2026): 48–49.'
ieee: N. Körner, J. Enkh, F. Knoblauch, L. Schekelmann, and K. Seidler-Rolf, “Nachhaltigkeit
in der Praxisanleitung verankern,” Die Schwester I Der Pfleger, no. 8,
pp. 48–49, 2026.
mla: Körner, Nadja, et al. “Nachhaltigkeit in der Praxisanleitung verankern.” Die
Schwester I Der Pfleger, no. 8, Bibliomed, 2026, pp. 48–49.
short: N. Körner, J. Enkh, F. Knoblauch, L. Schekelmann, K. Seidler-Rolf, Die Schwester
I Der Pfleger (2026) 48–49.
date_created: 2026-08-19T13:51:40Z
date_updated: 2026-08-26T13:35:00Z
department:
- _id: 4b342258-bee3-11eb-b75f-c9bf9d645214
issue: '8'
language:
- iso: ger
page: 48-49
project:
- _id: 8bf9fb05-cd75-11ed-89f4-a553b3701b2e
name: Institut für Bildungs- und Versorgungsforschung im Gesundheitsbereich
publication: Die Schwester I Der Pfleger
publication_identifier:
issn:
- 0340-5303
publication_status: published
publisher: Bibliomed
status: public
title: Nachhaltigkeit in der Praxisanleitung verankern
type: journal_article
user_id: '220548'
year: '2026'
...