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.

Digital Collection

ZHAW digitalcollection

Yüksel, Mus'ab; Rolny, Raphael T. L.; Kuhn, Marc; Kuhn, Michael,

2024.

Distributed spatial multiplexing (MIMO) system for practical MANETs with multiple imperfections [paper].

In:

2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring).

99th Vehicular Technology Conference (VTC2024-Spring), Singapore, 24-27 June 2024.

IEEE.

Available from: https://doi.org/10.1109/VTC2024-Spring62846.2024.10683143
Stucki, Simon; Ackermann, Philipp,

2024.

Physically-based path tracer using WebGPU and OpenPBR [paper].

In:

ACM SIGGRAPH Web3D 2024.

29th International Conference on 3D Web Technology (Web3D), Guimarães, Portugal, 25-27 September 2024.

Association for Computing Machinery.

Available from: https://doi.org/10.1145/3665318.3677158
Yan, Peng; Abdulkadir, Ahmed; Aguzzi, Giulia; Schatte, Gerrit A.; Grewe, Benjamin F.; Stadelmann, Thilo,

2024.

Automated process monitoring in injection molding via representation learning and setpoint regression [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. 138-145.

Available from: https://doi.org/10.1109/SDS60720.2024.00027
Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr; Castellanos, Rafael,

2024.

Grid-forming converter-interfaced generation for dynamic support of the BCS power grid [paper].

In:

2024 IEEE Kansas Power and Energy Conference (KPEC).

IEEE Kansas Power and Energy Conference (KPEC), Manhattan, Kansas, USA, 25-26 April 2024.

IEEE.

Available from: https://doi.org/10.1109/KPEC61529.2024.10676124
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:

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. 37-40.

Available from: https://doi.org/10.1109/SDS60720.2024.00013
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
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
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
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.
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.

Available from: https://doi.org/10.21256/zhaw-11475/31754
Bünzli, Fabienne; Weber, Wibke; Abdullahu, Fitim; Grabner, Helmut,

2024.

Depicting humans, animals, and objects in motion : the effect of implied motion on engagement and persuasion in advertising.

Journal of Advertising.

Available from: https://doi.org/10.1080/00913367.2024.2393719
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
Erland, Sveinung; Bachmat, Eitan; Steiner, Albert,

2024.

Let the fast passengers wait : boarding an airplane takes shorter time when passengers with the most bin luggage enter first.

European Journal of Operational Research.

317(3), pp. 748-761.

Available from: https://doi.org/10.1016/j.ejor.2022.12.027
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
Lanfant, Briac,

2024.

Energiedichte : wo stehen wir jetzt.

In:

Angewandte Forschung & Entwicklung in der additiven Fertigung, Winterthur, Schweiz, 12. September 2024.
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
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.
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
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
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