Research Opportunities
COMPUTER SCIENCE - Artificial Intelligence
Work description
1) Hybridization of physics-based modelling and AI to create decision-support models for human operators under forecast uncertainty.
2) Distributed learning algorithms and coordination strategies to achieve a global goal where, for instance, aspects such as energy consumption (green AI) is covered by testing their implementation in edge devices.
3) Validate the developed methodologies on real data and different use cases focused on energy transition.
4) Dissemination of the work in international journals and/or conferences
Minimum profile required
Previous academic background in applied mathematics or computer science or informatics or electrical engineering or similar
Preference factors
- Past experience (or academic background) with supervised and reinforcement learning.
- Academic background in operations research.
- Programming knowledge in Python.
Maintenance stipend: € 1259,64, according to the table of monthly maintenance stipend for FCT grants , paid via bank transfer. Grant holders may be awarded potential supplements, according to a quarterly evaluation process (Articles 19, 21 and 22 of the Regulations for Grants of INESC TEC and Annex II), up to a maximum limit of 50% of the monthly maintenance stipend.
INESC TEC supports costs with registration, enrolment or tuition fees, during the grant duration, under the terms established in the internal document: "Payment of Tuition fees to grant holders".
The grant holder will benefit from health insurance, supported by INESC TEC.
Application Period
Since 31 Oct 2024 to 15 Nov 2024
Centre
Power and Energy Systems
Scientific Advisor
Ricardo Jorge Bessa
What we offer
- Multicultural and collaborative environment
- A multicultural, international and collaborative environment that makes it easier to exchange ideas, work in networks and create synergies.
- International projects
- The possibility of working in international projects with some of the most important companies in the field.
- Mentoring
- Mentoring with the best researchers in the fields of electrical and industrial engineering, bioengineering, information technology and physics.
- Self Improvement
- The possibility of participating in international conferences, workshops, seminars and vocational training.
- Other Benefits and Perks
- Flexible working time, health insurance, discounts in hotels, transportation, etc.
- Informal Events
- Annual informal events, such as the multicultural party.
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