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

Fürst, Jonathan; Kosten, Catherine; Nooralahzadeh, Farhard; Zhang, Yi; Stockinger, Kurt,

2025.

Evaluating the data model robustness of Text-to-SQL systems based on real user queries [paper].

In:

Proceedings of EDBT 2025.

28th International Conference on Extending Database Technology (EDBT), Barcelona, Spain, 25-28 March 2025.

Open Proceedings.

pp. 158-170.

Advances in Database Technology ; 28.

Available from: https://doi.org/10.48786/edbt.2025.13
de Meer Pardo, Fernando; Lehmann, Claude; Gehrig, Dennis; Nagy, Andrea; Nicoli, Stefano; Branka Hadji, Misheva; Braschler, Martin; Stockinger, Kurt,

2025.

GraLMatch : matching groups of entities with graphs and language models [paper].

In:

Proceedings of EDBT 2025.

28th International Conference on Extending Database Technology (EDBT), Barcelona, Spain, 25-28 March 2025.

Open Proceedings.

pp. 1-12.

Advances in Database Technology ; 28.

Available from: https://doi.org/10.48786/edbt.2025.01
Rodhiya, Akash; Gruber, Andrea; Bothien, Mirko R.; Chen, Jacqueline H.; Aditya, Konduri,

2024.

Spontaneous ignition and flame propagation in hydrogen/methane wrinkled laminar flames at reheat conditions : effect of pressure and hydrogen fraction.

Combustion and Flame.

269(113695).

Available from: https://doi.org/10.1016/j.combustflame.2024.113695
Berg, Michael; Furrer, Dirk; Thominet, Vincent; Wang, Xiaoqiang; Zeugin, Stefan; Grabner, Helmut; Stockinger, Kurt; Piamonteze, Cinthia,

2024.

distect : automatic sample-position tracking for X-ray experiments using computer vision algorithms.

Journal of Synchrotron Radiation.

Available from: https://doi.org/10.1107/S1600577524009536
Morgese, Giulia; Fan, Xin; Winkler, Martin,

2024.

Environmentally friendly coatings for skis.

In:

NTN Innovative Surfaces Annual Event, Fribourg, Switzerland, 24 October 2024.
Bolt, Peter; Ziebart, Volker; Jaeger, Christian; Schmid, Nicolas; Stadelmann, Thilo; Füchslin, Rudolf Marcel,

2024.

A simulation study on energy optimization in building control with reinforcement learning [paper].

In:

11th IAPR TC 3 Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR'24), Montreal, Canada, 10-12 October 2024.

ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

Available from: https://doi.org/10.21256/zhaw-31129
Brunner, Kilian; Ostertag, Martin; Frick, Florian,

2024.

Common implementation and interoperability challenges : focus on clock control for QBv on Linux-based end stations.

In:

TSN/A Conference, Stuttgart, Germany, 1-2 October 2024.
Abdullahu, Fitim; Grabner, Helmut,

2024.

Commonly interesting images [poster].

In:

18th European Conference on Computer Vision (ECCV), Milan, Italy, 29 September - 4 October 2024.
Ali, Waqar; Vascon, Sebastiano; Stadelmann, Thilo; Pelillo, Marcello,

2024.

Hierarchical glocal attention pooling for graph classification.

Pattern Recognition Letters.

186, pp. 71-77.

Available from: https://doi.org/10.1016/j.patrec.2024.09.009
Tobler, Kaspar; Brown, Samuel; Michel, Clotaire,

2024.

Klimarisiken analysieren: mehr als eine Pflicht : Berichterstattung über Klimabelange.

Management und Qualität.

9-10(2024), pp. 41-43.

Available from: https://doi.org/10.21256/zhaw-31504
Michelucci, Umberto; Venturini, Francesca,

2024.

Deep learning domain adaptation to understand physico-chemical processes from fluorescence spectroscopy small datasets and application to the oxidation of olive oil.

Scientific Reports.

14(22291).

Available from: https://doi.org/10.1038/s41598-024-73054-y
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.