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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Meyer, Benjamin; Stadelmann, Thilo; Lüthi, Marcel,
2024.
ScalaGrad : a statically typed automatic differentiation library for safer data science [paper].
In:
2024 11th IEEE Swiss Conference on Data Science (SDS).
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
IEEE.
pp. 229-232.
Available from: https://doi.org/10.1109/SDS60720.2024.00040
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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:
2024 11th IEEE Swiss Conference on Data Science (SDS).
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
IEEE.
Available from: https://doi.org/10.1109/SDS60720.2024.00036
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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:
2024 11th IEEE Swiss Conference on Data Science (SDS).
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
IEEE.
pp. 84-91.
Available from: https://doi.org/10.1109/SDS60720.2024.00020
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Lanfant, Briac; Lack, Silvan; Meyer, Benjamin; Abdulkadir, Ahmed; Stadelmann, Thilo; Schmid, Daniel,
2024.
3D-master-based method for optimizing the cost calculatin of PBF-LB/M manufactured parts.
In:
Metal Additive Manufacturing Conference (MAMC), Aachen, Germany, 17-19 September 2024.
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Lanfant, Briac; Lack, Silvan; Meyer, Benjamin; Abdulkadir, Ahmed; Stadelmann, Thilo; Schmid, Daniel,
2024.
3D-master-based method for optimizing the cost calculation of PBF-LB/M manufactured parts [paper].
In:
Metal Additive Manufacturing Conference (MAMC), Aachen, Germany, 17-19 September 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
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Bünzli, Fabienne; Weber, Wibke; Abdullahu, Fitim; Grabner, Helmut,
2024.
Journal of Advertising.
Available from: https://doi.org/10.1080/00913367.2024.2393719
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Bajrami, Dardan; Hammer, Tobias; Spano, Fabrizio; Wei, Kongchang; Bonmarin, Mathias; Rossi, René,
2024.
A 3D printed bio-hybrid optical skin model for light-skin interactions [poster].
In:
8th China-Europa Symposium on Biomaterials in Regenerative Medicien (CESB), Nuremberg, Germany, 15-18 September 2024.
Winterthur:
ZHAW Zurich University of Applied Sciences.
Available from: https://doi.org/10.21256/zhaw-31464
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Erland, Sveinung; Bachmat, Eitan; Steiner, Albert,
2024.
European Journal of Operational Research.
317(3), pp. 748-761.
Available from: https://doi.org/10.1016/j.ejor.2022.12.027
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Schmid, Nicolas; Wanner, Marc; Fischetti, Giulia; Meshkian, Mohsen; Bruderer, Simon; Henrici, Andreas; Wegner, Jan Dirk; Sigel, Roland K.O.; Heitmann, Björn; Wilhelm, Dirk,
2024.
Automated spin system analysis in NMR spectroscopy with SpinDETR : a deep learning approach [poster].
In:
Datalab-Symposium, Winterthur, Schweiz, 12. September 2024.
Winterthur:
ZHAW Zurich University of Applied Sciences.
Available from: https://doi.org/10.21256/zhaw-31443
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2024.
Energiedichte : wo stehen wir jetzt.
In:
Angewandte Forschung & Entwicklung in der additiven Fertigung, Winterthur, Schweiz, 12. September 2024.
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Fischetti, Giulia; Schmid, Nicolas; Bruderer, Simon; Henrici, Andreas; Heitmann, Björn; Scarso, Alessandro; Caldarelli, Guido; Wilhelm, Dirk,
2024.
MuSe Net: a deep learning framework for trustworthy multiplet segmentation in 1D 1H NMR spectra [poster].
In:
Datalab-Symposium, Winterthur, Schweiz, 12. September 2024.
Winterthur:
ZHAW Zurich University of Applied Sciences.
Available from: https://doi.org/10.21256/zhaw-31444
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Wick, René; Weisshar, Florian B.; Gorbar, Michal; Meier, Daniel M.; Penner, Dirk,
2024.
3D gedruckte poröse SiO2-Strukturen zur CO2-Abscheidung.
In:
KERAMIK 2024, DKG Jahrestagung, Höhr-Grenzhausen, Deutschland, 9.-11. September 2024.
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Begga, Ahmed; Ali, Waqar; Niculescu, Gabriel; Escolano, Francisco; Stadelmann, Thilo; Pelillo, Marcello,
2024.
Community-hop : enhancing node classification through community preference [paper].
In:
Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition and Structural and Syntactic Pattern Recognition (S+SSPR), Venice, Italy, 9-10 September 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-31438
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Baumgartner, Franz P.; Klenk, Markus; Widler, Adrian; Baumann, Linus,
2024.
MPP tracking losses of module level power electronics at partial module shading [paper].
In:
Proceedings of the 41st European Photovoltaic Solar Energy Conference and Exhibition.
41st European Photovoltaic Solar Energy Conference and Exhibition (EU PVSEC), Vienna, Austria, 23-27 September 2024.
München:
WIP.
pp. 020289-001-020289-006.
Available from: https://doi.org/10.4229/EUPVSEC2024/3EO.1.5
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Lone, Omar; Weiss, Manuel; Baumgartner, Daniel; Chavarriaga, Ricardo,
2024.
A Python-based open software for EEG-based brain-machine interfaces [poster].
In:
Annual Meeting of the Swiss Society for Biomedical Engineering SSBE Abstract Book.
Annual Meeting of the Swiss Society for Biomedical Engineering SSBE, Winterthur, Switzerland, 5. September 2024.
Winterthur:
SSBE.
pp. 26.
Available from: https://doi.org/10.21256/zhaw-31394
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Gopalakrishnan, Harish S.; Maddipati, Raj; Gruber, Andrea; Bothien, Mirko R.; Aditya, Konduri,
2024.
Journal of Engineering for Gas Turbines and Power.
146(12), pp. 121012.
Available from: https://doi.org/10.1115/1.4066164
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Nobar, Mahdi; Keller, Jürg; Rupenyan, Alisa; Khosravi, Mohammad; Lygeros, John,
2024.
Guided Bayesian optimization : data-efficient controller tuning with digital twin.
IEEE Transactions on Automation Science and Engineering.
Available from: https://doi.org/10.1109/TASE.2024.3454176
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Pisanu, Alessia; Saade, Amal; Fabech, Jonas; Weil, Adela,
2024.
In-vitro dental implant primary stability : staircase predicting continuous method.
In:
Annual Meeting of the Swiss Society for Biomedical Engineering SSBE Abstract Book.
Annual Meeting of the Swiss Society for Biomedical Engineering SSBE, Winterthur, Switzerland, 5. September 2024.
SSBE.
pp. 11.
Available from: www.zhaw.ch/storage/engineering/institute-zentren/imes/SSBE/Abstract_Book_SSBE_2024.pdf
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Zagorowska, Marta; Ortmann, Lukas; Rupenyan-Vasileva, Alisa; Mercangöz, Mehmet; Imsland, Lars,
2024.
Tuning of Online Feedback Optimization for setpoint tracking in centrifugal compressors [paper].
In:
12th IFAC Symposium on Advanced Control of Chemical Processes (ADCHEM), Toronto, Canada, 14-17 July 2024.
Elsevier.
pp. 881-886.
Available from: https://doi.org/10.1016/j.ifacol.2024.08.448
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Stanger, Katrin; Bajrami, Dardan; Wahl, Peter; Moriarty, Fintan; Gautier, Emanuel; Dommann, Alex; Wei, Kongchang,
2024.
Enabling hydrogel coating on silicone breast implants with poly(vinyl acetate) primer layer [poster].
In:
SSB+RM2024 28th Annual Meeting “Complex materials and in vitro tissue models”, St. Gallen, Switzerland, 4-5 September 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-31495