Research activities School of Engineering
The latest publications and projects from the School of Engineering.
Publications
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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
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Gorshkov, Vyacheslav N.; Kolupaiev, Vladyslav O.; Boiger, Gernot K.; Mehreganian, Navid; Sareh, Pooya; Fallah, Arash S.,
2024.
Smart controllable wave dispersion in acoustic metamaterials using magnetorheological elastomers.
Journal of Sound and Vibration.
572(118157).
Available from: https://doi.org/10.1016/j.jsv.2023.118157
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Altenburger, Ruprecht; Henrici, Andreas; Robbiani, Marcello,
2024.
Analytical solution of an ill-posed system of nonlinear ODE’s.
Communications in Nonlinear Science and Numerical Simulation.
130(107762).
Available from: https://doi.org/10.1016/j.cnsns.2023.107762
Projects
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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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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. ...
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Hybrid Aircraft Maintenance Program
Hybrid Aircraft Maintenance Program
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Learning Copilot
We develop a Learning Copilot that utilizes large language models (LLMs) like ChatGPT to assist students in understanding lectures and preparing for exams. The Copilot leverages a knowledge base of lecture transcriptions, papers, and books. We aim to evaluate its effectiveness in two ZHAW courses. ...