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

Liebhart, Daniel,

2024.

Peak performance.

Netzwoche.

2024(10), pp. 45.

Available from: https://doi.org/10.21256/zhaw-33406
Stucki, Simon; Ackermann, Philipp,

2024.

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

In:

Proceedings of the 29th International ACM Conference on 3D Web Technology.

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

Association for Computing Machinery.

pp. 4.

Available from: https://doi.org/10.21256/zhaw-31381
O‘Donnell, Terence; Malik, Ammar; Obusevs, Artjoms; Schmitz, Philipp; Ninad, Nayeem,

2024.

Automated testing of distributed energy resources (DER) : use of an open source testing platform (OpenSVP) for testing smart inverters against European network connection standards EN50549 and VDE 4105.

In:

Research Infrastructure Automation Workshop, Roskilde, Denmark, 24-25 September 2024.

Zenodo.
Kazmi, Jawad; Obusevs, Artjoms; Heussen, Kai; Hashimoto, Jun; Strasser, Thomas; Jahn, Robert,

2024.

Dataspace for research.

In:

Research Infrastructure Automation Workshop, Roskilde, Denmark, 24-25 September 2024.

Zenodo.
Aeberhard, Urs; Natsch, Nelly; Schneider, Andrin; Zeder, Simon Jérôme; Carrillo‐Nuñez, Hamilton; Blülle, Balthasar; Ruhstaller, Beat,

2024.

Multi‐scale simulation of reverse‐bias breakdown in all‐perovskite tandem photovoltaic modules under partial shading conditions.

Solar RRL.

8(21), pp. 2400492.

Available from: https://doi.org/10.21256/zhaw-36883
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:

Suen, Ching Yee; Krzyzak, Adam; Ravanelli, Mirco; Trentin, Edmondo; Subakan, Cem; Nobile, Nicola, eds.,

Artificial Neural Networks in Pattern Recognition.

11th IAPR TC3 Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR), Montreal, Canada, 10-12 October 2024.

Cham:

Springer.

Available from: https://doi.org/10.21256/zhaw-31129
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/10.21256/zhaw-30430
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/10.21256/zhaw-31445
Hertweck, Corinna; Loi, Michele; Heitz, Christoph,

2024.

Group fairness refocused : assessing the social impact of ML 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. 189-196.

Available from: https://doi.org/10.21256/zhaw-32017
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/10.21256/zhaw-30443
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/10.21256/zhaw-30408
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.

pp. 205-212.

Available from: https://doi.org/10.21256/zhaw-30279
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/10.21256/zhaw-30439
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.

In:

Metal Additive Manufacturing Conference (MAMC), Aachen, Germany, 17-19 September 2024.
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/10.21256/zhaw-31424
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/10.21256/zhaw-27184
Lee, Chae‐Won; Kim, Chaeyoon; Yoon, Woojin; Yun, Hoseop; Jazbinsek, Mojca; Rotermund, Fabian; Kwon, O‐Pil,

2024.

Organic THz crystals based on off‐diagonal optical nonlinearity with optimal in‐plane polar axis.

Advanced Optical Materials.

12(33), pp. 2401590.

Available from: https://doi.org/10.21256/zhaw-32577
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
Tu, Kunkun; Zhang, Zhidong; Dreimol, Christopher H.; Günther, Roman; Zboray, Robert; Keplinger, Tobias; Burgert, Ingo; Ding, Yong,

2024.

Autonomous humidity regulation by MOF/wood composites.

Materials Horizons.

11(22), pp. 5786-5797.

Available from: https://doi.org/10.21256/zhaw-37167