Postdoctoral Researcher in Battery Management Systems
hace 6 días
This position offers the chance to participate in a research project coordinated by the Technical Research Centre of Finland (VTT) to advance the batteries field further and contribute to sustainable energy technologies development. The successful candidate will work with a team of experienced researchers from the Propulsion Technologies Group and Dual Technologies Group of the CASE Department of the Barcelona Supercomputing Center (BSC).
The researcher will be in charge of the co-design, development, implementation, and deployment of AI approaches to assess the battery management system. These approaches, using both data and physics-based models, should be closely connected to an efficient HPC-based computational framework that studies the thermo-electro-chemical processes in the battery system. The models developed by the candidate will be verified and validated against the experimental data, gathered from the prototypes provided by the cutting-edge equipment from the project partners.
Key Responsibilities
- Design and implementation of AI-based techniques for the battery management system.
- Data analysis with connection to digital twins.
- Exploration of physics-based approaches using machine learning and reduced-order modeling.
- Coupling with HPC solvers.
- Optimize accuracy and efficiency of these AI approaches to achieve the project KPIs.
- Participate in the project meetings.
- Validate the numerical results with the experimental data.
- Interact with other BSC researchers and all the project partners.
Requirements
- Education: The candidate should hold a PhD in computational mechanics, applied mathematics, or a related field.
- Essential Knowledge and Professional Experience: Deep knowledge on machine learning methods, high knowledge of deep data structures, and good programming skills in Python.
- Additional Knowledge and Professional Experience: Good programming skills in other languages, good knowledge on reinforcement learning libraries.
- Competences: Strong analytical skills, fluent English, ability to work independently and within a team.
Conditions
- The position will be located at BSC within the CASE Department.
- We offer a full-time contract, a good working environment, a highly stimulating environment with state-of-the-art infrastructure, flexible working hours, extensive training plan, restaurant tickets, private health insurance, support to the relocation procedures.
- Duration: Open-ended contract due to technical and scientific activities linked to the project and budget duration.
- Holidays: 23 paid vacation days plus 24th and 31st of December per our collective agreement.
- Salary: We offer a competitive salary commensurate with the qualifications and experience of the candidate and according to the cost of living in Barcelona.
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