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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Cellina, Francesca; Lobsiger-Kägi, Evelyn; Wemyss, Devon; Profeta, Giovanni; Granato, Pasquale,
2024.
Environmental Innovation and Societal Transitions.
52(100868).
Available from: https://doi.org/10.1016/j.eist.2024.100868
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Bothien, Mirko,
2024.
Wasserstoff: Schlüsselelement der Energiewende.
In:
11. Energiekongress, St. Gallen, Schweiz, 7. Juni 2024.
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Morgese, Giulia; Siegmann, Konstantin; Mu, Linyu; Schwitzer, Alwin; Winkler, Martin,
2024.
Hydrophile selbstschmierende Beschichtung für medizinische Interventionskatheter.
In:
Winterthurer Oberflächentag WOT, Winterthur, Schweiz, 6. Juni 2024.
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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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Baumann, Joachim; Sapiezynski, Piotr; Heitz, Christoph; Hannák, Anikó,
2024.
Fairness in online ad delivery [paper].
In:
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency.
7th ACM Conference on Fairness, Accountability, and Transparency (FAccT), Rio de Janeiro, Brazil, 3-6 June 2024.
Association for Computing Machinery.
pp. 1418-1432.
Available from: https://doi.org/10.1145/3630106.3658980
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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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Wulf, Jochen; Meierhofer, Jürg,
2024.
Utilizing large language models for automating technical customer support.
arXiv.
Available from: https://doi.org/10.48550/arXiv.2406.01407
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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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Tordoya Taquichiri, Carlos Rafael; Ganz, David,
2024.
AI accelleration for space applications.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
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Rechsteiner, Ralph,
2024.
Development of a containerized embedded operating environment with GUIX.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28. Mai 2024.
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Lone, Omar; Doran, Hans Dermot,
2024.
Evolving certification testing for industrial communication protocols.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
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Veljanovska, Suzana; Doran, Hans Dermot,
2024.
Feasibility of utilizing symbolic aggregate approximation in IoT platforms.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
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Tordoya Taquichiri, Carlos Rafael; Ganz, David; Buchheim, Klaus,
2024.
Reconfigurable hardware revisited : implementing an optimised AI pipeline on the HPDP processor.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
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Doran, Hans Dermot,
2024.
Safe and dependable AI, state of the art and prospectives.
In:
Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.