Publications
Researchers from 14 institutes and centres are working with industry and institutional partners to develop innovative, scientifically based solutions. This research work is documented in a number of scientific publications.
ZHAW digitalcollection
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Weng, Joanna; Denzel, Philipp; Reif, Monika Ulrike; Schilling, Frank-Peter; Billeter, Yann; Frischknecht-Gruber, Carmen; Brunner, Stefan; Chavarriaga, Ricardo; Repetto, Marco; Iranfar, Arman,
2024.
Certification scheme for artificial intelligence based systems [paper].
In:
34th European Safety and Reliability Conference (ESREL), Cracow, Poland, 23-27 June 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30549
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van de Laar, Piërre; Corvino, Rosilde; Mooij, Arjan J.; van Wezep, Hans; Rosmalen, Raymond,
2024.
Custom static analysis to enhance insight into the usage of in-house libraries.
Journal of Systems and Software.
212(112028).
Available from: https://doi.org/10.1016/j.jss.2024.112028
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Dashti, Ali; Stadelmann, Thilo; Kohl, Thomas,
2024.
Machine learning for robust structural uncertainty quantification in fractured reservoirs.
Geothermics.
120(103012).
Available from: https://doi.org/10.1016/j.geothermics.2024.103012
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Sedding, Helmut A.,
2024.
Journal of Scheduling.
27(3), pp. 257-275.
Available from: https://doi.org/10.1007/s10951-023-00787-5
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Yan, Peng; Abdulkadir, Ahmed; Aguzzi, Giulia; Schatte, Gerrit A.; Grewe, Benjamin F.; Stadelmann, Thilo,
2024.
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30430
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Billeter, Yann; Denzel, Philipp; Chavarriaga, Ricardo; Forster, Oliver; Schilling, Frank-Peter; Brunner, Stefan; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Weng, Joanna,
2024.
MLOps as enabler of trustworthy AI [paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30443
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Meyer, Benjamin; Stadelmann, Thilo; Lüthi, Marcel,
2024.
ScalaGrad : a statically typed automatic differentiation library for safer data science [paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30408
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Tuggener, Lukas; Sager, Pascal; Taoudi-Benchekroun, Yassine; Grewe, Benjamin F.; Stadelmann, Thilo,
2024.
So you want your private LLM at home? : a survey and benchmark of methods for efficient GPTs [paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30279
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Denzel, Philipp; Brunner, Stefan; Billeter, Yann; Forster, Oliver; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Schilling, Frank-Peter; Weng, Joanna; Chavarriaga, Ricardo; Amini, Amin; Repetto, Marco; Iranfar, Arman,
2024.
Towards the certification of AI-based systems [paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-30439
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Wulf, Jochen; Meierhofer, Jürg,
2024.
Exploring the potential of large language models for automation in technical customer service [paper].
In:
Bigdeli, Ali Z.; Baines, Tim; Akkermans, Henk, eds.,
Digital Service Innovation: Redefining Provider-Customer Interactions : Proceedings of the Spring Servitization Conference.
Spring Servitization Conference, Tilburg, The Netherlands, 13-14 May 2024.
The Advanced Services Group.
pp. 146-157.
Available from: https://doi.org/10.21256/zhaw-30660
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Khatiri, Sajad; Di Sorbo, Andrea; Zampetti, Fiorella; Visaggio, Corrado A.; Di Penta, Massimiliano; Panichella, Sebastiano,
2024.
Identifying safety–critical concerns in unmanned aerial vehicle software platforms with SALIENT.
SoftwareX.
2024(27), pp. 101748.
Available from: https://doi.org/10.1016/j.softx.2024.101748
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Gkikopoulos, Panagiotis; Kropf, Peter; Schiavoni, Valerio; Spillner, Josef,
2024.
Reliable IoT analytics at scale.
Journal of Parallel and Distributed Computing.
187(104840).
Available from: https://doi.org/10.1016/j.jpdc.2024.104840
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Mayer, Thomas; Friso, Francesca; Kunze, Karsten; Radis, Rene,
2024.
Transformation induced anisotropic thermal expansion of LPBF processed Ti-6Al-4V.
In:
3rd Materials Science Colloquium, Lech am Arlberg, Austria, 15-18 April 2024.
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Gucciardi, Arnaud; El Ghazouali, Safouane; Michelucci, Umberto; Venturini, Francesca,
2024.
Machine learning feature extraction for predicting the ageing of olive oil.
In:
SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.
Available from: https://spie.org/photonics-europe/presentation/Machine-learning-feature-extraction-for-predicting-the-ageing-of-olive/13011-14
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Marmet, Philip; Holzer, Lorenz; Hocker, Thomas; Boiger, Gernot K.,
2024.
Modellbasierte Entwicklung von Elektroden für Festoxid-Brennstoffzellen.
In:
VPE/PLM Swiss Symposium, OST – Ostschweizer Fachhochschule, Rapperswil, Schweiz, 11. April 2024.
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Venturini, Francesca; Fluri, Silvan; Mejari, Manas; Baumgartner, Michael; Piga, Dario; Michelucci, Umberto,
2024.
In:
SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.
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Mathys, Marco; Gebbers, Pit; Venturini, Francesca,
2024.
Probing carotenoids in the skin using resonant Raman spectroscopy [poster].
In:
SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.
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Mosquera, David; Pastor, Oscar; Spielberger, Jürgen,
2024.
In:
Joint Proceedings of REFSQ-2024 Workshops, Doctoral Symposium, Posters & Tools Track, and Education and Training Track.
30th International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ), Winterthur, Switzerland, 8-11 April 2024.
CEUR Workshop Proceedings.
CEUR Workshop Proceedings ; 3672.
Available from: https://doi.org/10.21256/zhaw-30686
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Jermain, Peter R.; Oswald, Martin; Langdun, Tenzin; Wright, Santana; Khan, Ashraf; Stadelmann, Thilo; Abdulkadir, Ahmed; Yaroslavsky, Ann N.,
2024.
Rapid optical cytology with deep learning-based cell segmentation for diagnosis of thyroid lesions [paper].
In:
Proceedings of the 2024 Optica Biophotonics Congress: Biomedical Optics.
Optica Biophotonics Congress: Biomedical Optics, Fort Lauderdale, USA, 7-10 April 2024.
Optica Publishing Group.
Available from: https://doi.org/10.21256/zhaw-29674
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Anet, Julien; Burger, Moritz; Spirig, Curdin; Suter, Ivo,
2024.
Improving urban temperature measurements and two applications.
City and Environment Interactions.
(100148).
Available from: https://doi.org/10.1016/j.cacint.2024.100148