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<!--StartFragment--><p class="MsoNormal"><span lang="EN-US" class="">We
communicate that by the end of year 2023 there will be a call for a post-doc position
(assegno di ricerca) of 1 year at the Institute of Cognitive Sciences and
Technologies of the CNR in Trento, at the Laboratory for Applied Ontology,
under the direction of doc. Roberta Ferrario.<o:p class=""></o:p></span></p><p class="MsoNormal"><span lang="EN-US" class="">The
research will be conducted on the project PRIN 2022 SMARTEST - Simulation of
Probabilistic Systems for the Age of the Digital Twin. Requirement for the application:
PhD in a subject related to the project. The interested candidates are invited
to take contact with the research leader at the address <a href="mailto:roberta.ferrario@cnr.it" class="">roberta.ferrario@cnr.it</a><o:p class=""></o:p></span></p><p class="MsoNormal"><span lang="EN-US" class=""> </span></p><p class="MsoNormal"><span lang="EN-US" class="">ABSTRACT OF
THE PROJECT<o:p class=""></o:p></span></p><p class="MsoNormal"><span lang="EN-US" class="">The current digital transition
reinforces industrial innovation and entrepreneurial economy, along with social
and associated educational aims, and it encourages further investment in
cutting-edge technologies. A core element of such an accelerated innovation
process is represented by the so- called Industry 4.0, which denotes the
integration of industrial processes with digital tools. A novel methodology developed
to this aim is the Digital Twin (DT) - a term coined in 2001 by pioneering
technologist Michael Grieves - denoting digital replicas of physical systems.
They serve to test and understand how the systems and products of a company
might behave during their lifecycle. To this purpose, virtual environments and
digital simulations are used, aided by data-driven algorithms. The DT strategy
is largely endorsed at European level, with projects as diverse as mapping the
Earth and the Ocean to the support of SMEs, and it is at the basis of the
Italian Recovery and Resilience Program (PNRR) for the Transition 4.0 area.<o:p class=""></o:p></span></p><p class="MsoNormal"><span lang="EN-US" class="">A major hurdle towards the efficient
and safe deployment of processes realised by a digital twin in real production
is represented by the ability to formulate essential properties to be
represented by the simulation and to verify that they are also correctly
satisfied by the real-world artefact. This is especially true when Machine
Learning (ML) and Deep Learning (DL) algorithms intervene in the simulation
process and huge amounts of data are used to draw correlations about potential behaviours
of the system under analysis.<o:p class=""></o:p></span></p><p class="MsoNormal"><span lang="EN-US" class="">Research in formal ontology, logic
and multi-agent systems has long investigated the formal representation of
artefacts and relations among them, as well as the ability to verify their properties.
These fields have recently extended their research towards probabilistic
systems to account for AI models. This project aims at extending existing
ontological, epistemological, and formal analyses of relations of copy,
replica, and counterpart of physical artefacts for the digital twin vision in
industry, and in particular for probabilistic systems as they are implemented
in AI technologies. Strengthening and extending current research, we will offer
a philosophical and algorithmic analysis of properties and their verification
to guarantee the reliable transfer between a digital artefact .<o:p class=""></o:p></span></p><p class="MsoNormal"><span lang="EN-US" class="">The project will contribute to a
better understanding and safer deployment of the digital transition underpinned
by the latest European political and economical development plans.<o:p class=""></o:p></span></p><p class="MsoNormal"><span lang="EN-US" class=""> </span></p><p class="MsoNormal"><span lang="EN-US" class="">SPECIFIC ACTIVITIES
OF THE UNIT<o:p class=""></o:p></span></p><p class="MsoNormal"><span lang="EN-US" class="">Building an ontological model of DTs
contextualised within a broader view on technical artefacts and satisfying both
engineering requirements and theoretical views on models and copies found in philosophy
and knowledge representation. The ontology will also include the identification
of different types of DTs (e.g., prototype DT, development DT, etc.) to properly
classify the differences found across engineering models. In addition, the
ontology will represent engineering functions and malfunctions to cover the prototypical
use of DT, i.e., predictive maintenance, which requires identifying the types
of fault that the different DTs are meant to predict in simulations. As a
consequence, the resulting framework will be suitable for an ontological study of
reliability which in turn will ground the epistemological and formal study of
property preservation.<o:p class=""></o:p></span></p>
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