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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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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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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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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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
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Halman, Nir; Sedding, Helmut A.,
2024.
A faster FPTAS for makespan minimization with time-dependent agreeable V-shaped processing times [paper].
In:
Proceedings of the 19th International Workshop on Project Management and Scheduling.
19th International Workshop on Project Management and Scheduling (PMS), Bern, Switzerland, 2-5 April 2024.
University of Bern.
Available from: https://doi.org/10.21256/zhaw-30440
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Neururer, Daniel; Dellwo, Volker; Stadelmann, Thilo,
2024.
Pattern Recognition Letters.
Available from: https://doi.org/10.1016/j.patrec.2024.03.016
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Scantamburlo, Teresa; Baumann, Joachim; Heitz, Christoph,
2024.
On prediction-modelers and decision-makers : why fairness requires more than a fair prediction model.
AI & Society.
Available from: https://doi.org/10.1007/s00146-024-01886-3
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Schneider, Toni,
2024.
Möglichkeiten des PFAS-Ersatzes und wissenschaftliche Ansätze.
In:
Workshop Materials IQ: «Tribologische Herausforderungen beim Ersatz von halogenierten Alkylverbindungen», Brugg, Schweiz, 14. März 2024.
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Gorshkov, Vyacheslav N.; Kolupaiev, Vladyslav O.; Boiger, Gernot K.; Mehreganian, Navid; Sareh, Pooya; Fallah, Arash S.,
2024.
Smart controllable wave dispersion in acoustic metamaterials using magnetorheological elastomers.
Journal of Sound and Vibration.
572(118157).
Available from: https://doi.org/10.1016/j.jsv.2023.118157
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Altenburger, Ruprecht; Henrici, Andreas; Robbiani, Marcello,
2024.
Analytical solution of an ill-posed system of nonlinear ODE’s.
Communications in Nonlinear Science and Numerical Simulation.
130(107762).
Available from: https://doi.org/10.1016/j.cnsns.2023.107762
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Smith, Ellery; Paloots, Rahel; Giagkos, Dimitris; Baudis, Michael; Stockinger, Kurt,
2024.
Data-driven information extraction and enrichment of molecular profiling data for cancer cell lines.
Bioinformatics Advances.
Available from: https://doi.org/10.1093/bioadv/vbae045
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Frehner, Robin; Wu, Kesheng; Sim, Alexander; Kim, Jinoh; Stockinger, Kurt,
2024.
Detecting anomalies in time series using kernel density approaches.
IEEE Access.
12, pp. 33420-33439.
Available from: https://doi.org/10.1109/ACCESS.2024.3371891
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Zhang, Yi; Deriu, Jan Milan; Katsogiannis-Meimarakis, George; Kosten, Catherine; Koutrika, Georgia; Stockinger, Kurt,
2024.
ScienceBenchmark : a complex real-world benchmark for evaluating natural language to SQL systems [paper].
In:
Proceedings of the VLDB Endowment.
50th International Conference on Very Large Data Bases, Guangzhou, China, 25-29 August 2024.
Association for Computing Machinery.
pp. 685-698.
Available from: https://doi.org/10.14778/3636218.3636225
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Bajrami, Dardan; Zubiaga, Asier; Renggli, Timon; Kirsch, Christoph; Spano, Fabrizio; Fehr, Daniel; von Schulthess, Patrick; Lindhorst-Peters, Alisa; Huber, Stephanie; Roider, Elisabeth; Rossi, René M.; Navarini, Alexander A.; Bonmarin, Mathias,
2024.
Variations of skin thermal diffusivity on different skin regions.
Skin Research and Technology.
30(3), pp. e13622.
Available from: https://doi.org/10.1111/srt.13622