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<p>-------- Forwarded Message --------</p>
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<th valign="BASELINE" nowrap="nowrap" align="RIGHT">Subject:
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<td>[DMANET] Three open positions (prof, postdoc, predoc)
within artificial intelligence, security and mechatronics</td>
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<th valign="BASELINE" nowrap="nowrap" align="RIGHT">Date: </th>
<td>Fri, 11 Nov 2022 07:35:16 +0100</td>
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<th valign="BASELINE" nowrap="nowrap" align="RIGHT">From: </th>
<td>Stefan Huber via dmanet <a class="moz-txt-link-rfc2396E" href="mailto:dmanet@zpr.uni-koeln.de"><dmanet@zpr.uni-koeln.de></a></td>
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<th valign="BASELINE" nowrap="nowrap" align="RIGHT">Reply-To:
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<td>Stefan Huber <a class="moz-txt-link-rfc2396E" href="mailto:stefan.huber@fh-salzburg.ac.at"><stefan.huber@fh-salzburg.ac.at></a></td>
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<th valign="BASELINE" nowrap="nowrap" align="RIGHT">To: </th>
<td><a class="moz-txt-link-abbreviated" href="mailto:dmanet@zpr.uni-koeln.de">dmanet@zpr.uni-koeln.de</a></td>
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<br>
Dear community,<br>
<br>
<br>
The Josef Ressel Center for Intelligent and Secure Industrial
Automation<br>
is looking for a PostDoc / Senior Researcher in the field of
artificial<br>
intelligence, machine learning, or data science:<br>
<br>
<a class="moz-txt-link-freetext" href="https://karriere.fh-salzburg.ac.at/PostDocSenior-Researcher-Artificial-Intelligence-wmd-eng-j769.html">https://karriere.fh-salzburg.ac.at/PostDocSenior-Researcher-Artificial-Intelligence-wmd-eng-j769.html</a>><br>
<br>
This 2.5 Mio EUR research center will work on three research
fields:<br>
software/system architectures, artificial intelligence and
security,<br>
each in the context of industrial control systems (operational<br>
technology, OT).<br>
<br>
In the field of AI, the larger goal is to make industrial machines
more<br>
intelligent and autonomous, e.g., in terms of anomaly detection or<br>
process control.<br>
<br>
Exemplary research activities address:<br>
<br>
- Investigation of models of state space trajectories of
industrial<br>
machines and processes, structure-preserving (e.g., homology)<br>
dimensionality reduction, time series analysis (maybe based on<br>
persistent homology) towards anomaly detection.<br>
- OPC UA information modeling and semantic technologies in context<br>
of anomaly detection, supervision and control of machines.<br>
- Behavior-driven anomaly detection and generative machine
learning<br>
methods based on state space trajectories, e.g. for a honey pot<br>
design in security.<br>
<br>
<br>
I am happy if the one or other got interested. If you have any
questions<br>
then please do not hesitate to contact me.<br>
<br>
<br>
Be part of a highly motivated research team and contribute in
shaping a<br>
long-term research facility for intelligent and secure industrial<br>
automation beyond 2027!<br>
<br>
<br>
Best regards<br>
Stefan Huber<br>
<br>
<br>
<pre class="moz-signature">--
FH-Prof. DI Dr. Stefan Huber, MSc
Salzburg University of Applied Sciences | Fachhochschule Salzburg GmbH
Director
Josef Ressel Centre for Intelligent and Secure Industrial Automation
Senior Lecturer
Department for Information Technologies and Digitalisation
Urstein Süd 1
5412 Puch/Salzburg
Austria
Room 419 <a class="moz-txt-link-freetext" href="http://www.facebook.com/fhsalzburg">http://www.facebook.com/fhsalzburg</a>>T +43 50 2211-1324 <a class="moz-txt-link-freetext" href="http://www.twitter.com/fhsalzburg">http://www.twitter.com/fhsalzburg</a>><a class="moz-txt-link-abbreviated" href="mailto:stefan.huber@fh-salzburg.ac.at">stefan.huber@fh-salzburg.ac.at</a> <a class="moz-txt-link-freetext" href="http://www.instagram.com/fhsalzburg">http://www.instagram.com/fhsalzburg</a>><a class="moz-txt-link-freetext" href="https://www.sthu.org/">https://www.sthu.org/</a> <a class="moz-txt-link-freetext" href="http://www.youtube.com/fhsalzburg">http://www.youtube.com/fhsalzburg</a>>
PGP fingerprint: A3D92FF7785D43C8F2C19BA2CDD89BE50973919E
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