---
_id: '62988'
author:
- first_name: Augustina C.
full_name: Amakor, Augustina C.
last_name: Amakor
- first_name: Manuel B.
full_name: Berkemeier, Manuel B.
last_name: Berkemeier
- first_name: Meike Claudia
full_name: Wohlleben, Meike Claudia
id: '43991'
last_name: Wohlleben
orcid: 0009-0009-9767-7168
- first_name: Walter
full_name: Sextro, Walter
id: '21220'
last_name: Sextro
- first_name: Sebastian
full_name: Peitz, Sebastian
last_name: Peitz
citation:
ama: 'Amakor AC, Berkemeier MB, Wohlleben MC, Sextro W, Peitz S. Surrogate-Assisted
Multi-objective Design of Complex Multibody Systems. In: Lecture Notes in Computer
Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-04555-3_21'
apa: Amakor, A. C., Berkemeier, M. B., Wohlleben, M. C., Sextro, W., & Peitz,
S. (2025). Surrogate-Assisted Multi-objective Design of Complex Multibody Systems.
In Lecture Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-04555-3_21
bibtex: '@inbook{Amakor_Berkemeier_Wohlleben_Sextro_Peitz_2025, place={Cham}, title={Surrogate-Assisted
Multi-objective Design of Complex Multibody Systems}, DOI={10.1007/978-3-032-04555-3_21},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Amakor, Augustina C. and Berkemeier, Manuel B. and Wohlleben, Meike Claudia
and Sextro, Walter and Peitz, Sebastian}, year={2025} }'
chicago: 'Amakor, Augustina C., Manuel B. Berkemeier, Meike Claudia Wohlleben, Walter
Sextro, and Sebastian Peitz. “Surrogate-Assisted Multi-Objective Design of Complex
Multibody Systems.” In Lecture Notes in Computer Science. Cham: Springer
Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-04555-3_21.'
ieee: 'A. C. Amakor, M. B. Berkemeier, M. C. Wohlleben, W. Sextro, and S. Peitz,
“Surrogate-Assisted Multi-objective Design of Complex Multibody Systems,” in Lecture
Notes in Computer Science, Cham: Springer Nature Switzerland, 2025.'
mla: Amakor, Augustina C., et al. “Surrogate-Assisted Multi-Objective Design of Complex
Multibody Systems.” Lecture Notes in Computer Science, Springer Nature
Switzerland, 2025, doi:10.1007/978-3-032-04555-3_21.
short: 'A.C. Amakor, M.B. Berkemeier, M.C. Wohlleben, W. Sextro, S. Peitz, in: Lecture
Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-12-09T12:46:17Z
date_updated: 2026-03-03T06:32:10Z
department:
- _id: '151'
doi: 10.1007/978-3-032-04555-3_21
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032045546'
- '9783032045553'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
quality_controlled: '1'
status: public
title: Surrogate-Assisted Multi-objective Design of Complex Multibody Systems
type: book_chapter
user_id: '43991'
year: '2025'
...
---
_id: '61765'
author:
- first_name: Andreas
full_name: Mazur, Andreas
last_name: Mazur
- first_name: Henning
full_name: Peters, Henning
last_name: Peters
- first_name: André
full_name: Artelt, André
last_name: Artelt
- first_name: Lukas
full_name: Koller, Lukas
last_name: Koller
- first_name: Christoph
full_name: Hartmann, Christoph
last_name: Hartmann
- first_name: Ansgar
full_name: Trächtler, Ansgar
id: '552'
last_name: Trächtler
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
citation:
ama: 'Mazur A, Peters H, Artelt A, et al. Studying the Generalization Behavior of Surrogate
Models for Punch-Bending by Generating Plausible Counterfactuals. In: Lecture
Notes in Computer Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-04555-3_16'
apa: Mazur, A., Peters, H., Artelt, A., Koller, L., Hartmann, C., Trächtler, A.,
& Hammer, B. (2025). Studying the Generalization Behavior of Surrogate Models
for Punch-Bending by Generating Plausible Counterfactuals. In Lecture Notes
in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-04555-3_16
bibtex: '@inbook{Mazur_Peters_Artelt_Koller_Hartmann_Trächtler_Hammer_2025, place={Cham},
title={Studying the Generalization Behavior of Surrogate Models for Punch-Bending
by Generating Plausible Counterfactuals}, DOI={10.1007/978-3-032-04555-3_16},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
author={Mazur, Andreas and Peters, Henning and Artelt, André and Koller, Lukas
and Hartmann, Christoph and Trächtler, Ansgar and Hammer, Barbara}, year={2025}
}'
chicago: 'Mazur, Andreas, Henning Peters, André Artelt, Lukas Koller, Christoph
Hartmann, Ansgar Trächtler, and Barbara Hammer. “Studying the Generalization Behavior
of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals.”
In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland,
2025. https://doi.org/10.1007/978-3-032-04555-3_16.'
ieee: 'A. Mazur et al., “Studying the Generalization Behavior of Surrogate
Models for Punch-Bending by Generating Plausible Counterfactuals,” in Lecture
Notes in Computer Science, Cham: Springer Nature Switzerland, 2025.'
mla: Mazur, Andreas, et al. “Studying the Generalization Behavior of Surrogate Models
for Punch-Bending by Generating Plausible Counterfactuals.” Lecture Notes in
Computer Science, Springer Nature Switzerland, 2025, doi:10.1007/978-3-032-04555-3_16.
short: 'A. Mazur, H. Peters, A. Artelt, L. Koller, C. Hartmann, A. Trächtler, B.
Hammer, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham,
2025.'
date_created: 2025-10-08T16:12:14Z
date_updated: 2025-10-30T12:49:25Z
department:
- _id: '153'
- _id: '241'
doi: 10.1007/978-3-032-04555-3_16
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1007/978-3-032-04555-3_16
oa: '1'
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783032045546'
- '9783032045553'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Studying the Generalization Behavior of Surrogate Models for Punch-Bending
by Generating Plausible Counterfactuals
type: book_chapter
user_id: '82875'
year: '2025'
...