Research activities School of Engineering
The latest publications and projects from the School of Engineering.
Publications
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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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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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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
Projects
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Technology-supported stress management training for professionals in the nursing profession
A high level of stress is documented among nursing students, which has a negative impact on their health, satisfaction and ability to remain in the profession. Problematic interactions that place high demands on emotional self-control are considered to be a major stressor. Measures to promote competence in dealing ...
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AERIALIST
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Enabling manufacturing companies to implement the circular economy through the use of data (BePro-CEND)
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ThingsAtScale – Audit Logging, Robustness and Resilience in Large-Scale Cloud-Based IoT Event Processing
The objectives of the ThingsAtScale project encompass various advances beyond the state of technology in software stacks for IoT/LoRaWAN, in particular the The Things Stack (TTS) Cloud. It is comprised of research and development tasks around TTS, in particular related to the two main topics audit logging and ...
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Zero-Config Event Monitoring System (ZEMS)
ZEMS provides radio connectivity for fire penetration seals located in harsh environments. Combining the proposed zero-configuration mesh protocol with proven LoRa communication enables a radically new approach to managing such seals through cloud-based sensors, unlocking completely new markets. ...