[agents] [Umeå, Sweden ] Postdoctoral fellowship (2 years) within Approximate Reasoning with Applications in Materials Science
Juan Carlos Nieves
jcnieves at cs.umu.se
Tue May 14 09:14:52 EDT 2024
Dear all,
The Department of Computing science at Umeå University is offering a
postdoctoral scholarship within the project “*/Understanding and
designing Block Copolymers using AI/”*. The scholarship is full-time for
two years with access 1 September, 2024 or by agreement.
This project aims to use Artificial intelligence for understanding,
designing, and optimizing Block Copolymers (BCPs) and their
self-assembly. A hybrid intelligence system will be designed and
developed during a multi-disciplinary collaboration. This system will
combine two parts. First, a knowledge-based inference system that
encodes existing knowledge using a domain-specific ontology and fuzzy
logic-based rules. In short, this fuzzy knowledge-based system will
express the known relationships between the chemical structure of
polymers and their corresponding properties. Second, we will combine
this knowledge-based system with a data-driven model. This model will be
extracted from experimental data using state-of-the art machine learning
techniques.
Documented knowledge and proven research experiences in at least one of
the following areas:
* approximate reasoning,
* logic-based methods,
* knowledge modeling,
* fuzzy sets and systems,
* probabilistic answer set programming, or
* uncertain ontologies, is required.
The scholarship project are financed by the Kempe foundation. The
scholarship is for two years with a starting date as agreed. The
scholarship amounts to 350.000 SEK per year. The scholarship is not
subject to tax.
Are you the person for this project? *We welcome applications until May
31, 2024.*
For information on how to apply to this position visit the following
website:
https://www.umu.se/en/work-with-us/postdoctoral-scholarships/6-908-24/
Juan Carlos Nieves, Vicenç Torra
Department of Computing Science, Umeå University, Sweden
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