Researcher - Data Analytics and Digital Twin

hace 4 semanas

Barcelona, España Barcelona Supercomputing Center (BSC) A tiempo completo

**Job Reference**:

- 312_23_CASE_PTG_R2**Position**:

- Researcher - data analytics and digital twin development of industrial furnaces (R2)**Closing Date**:

- Monday, 31 July, 2023**Reference**: 312_23_CASE_PTG_R2**Job title**: Researcher - data analytics and digital twin development of industrial furnaces (R2)**About BSC**
- The Barcelona Supercomputing Center - Centro Nacional de Supercomputación (BSC-CNS) is the leading supercomputing center in Spain. It houses MareNostrum, one of the most powerful supercomputers in Europe, and is a hosting member of the PRACE European distributed supercomputing infrastructure. The mission of BSC is to research, develop and manage information technologies in order to facilitate scientific progress. BSC combines HPC service provision and R&D into both computer and computational science (life, earth and engineering sciences) under one roof, and currently has over 800 staff from 55 countries.
- Look at the BSC experience:

- BSC-CNS YouTube Channel
- Let's stay connected with BSC Folks
- We are particularly interested for this role in the strengths and lived experiences of women and underrepresented groups to help us avoid perpetuating biases and oversights in science and IT research.**Context And Mission**
- The metallurgical sector, with a high dependency on fossil fuels, could strongly benefit from clean combustion technologies and the use of cleaner and more sustainable fuels. Hydrogen and hydrogen-enriched fuels have significant potential to enable the transition to a clean, low-carbon energy system. Nonetheless, reducing the emissions to the levels of the EU targets brings new challenges to the metallurgical sector, responsible for a large portion of the pollutant emissions produced in the industrial sector and with a high dependency on fossil fuel supply. The main topic of the project is the development of a digital model based on sensor data that can be used for system control and feature extraction from the system operation. Big data and data mining activities are to be performed to extract the relevant information from the furnace and identify the key parameters that control the efficiency of the process.
- The applicant will join the Propulsion Technologies Group (PTG), a research group from the Computer Applications in Science and Engineering (CASE) Department at the Barcelona Supercomputing Center. As part of the PTG, the applicant will join a multidisciplinary team with background in advanced computational models for high fidelity simulation of energy conversion systems. The PTG is actively involved in several European research-oriented for which results are disseminated in highly ranked scientific journals, and conferences, and industrial projects with focus on technology transfer to industry.**Key Duties**
- Developing an efficient ML-based platform for digital models using large scale datasets.
- Developing reduced-order models for the full furnace and sub-components using data-driven methods.
- Interact with the different partners of the projects to carry our collaborative research.
- Contribute to scientific publications and reporting to different National and EU projects the researcher will be involved in.

**Requirements**:

- Education
- Essential Knowledge and Professional Experience
- General knowledge on data-driven methods, python programing and Machine Learning are expected.
- Background in computational science and Artificial Intelligence
- Solid background on data-driven methods, fluid mechanics and Materials Science will be positively evaluated.
- Additional Knowledge and Professional Experience
- General knowledge on computer science and programming languages such as Fortran, C, and C++ will be very well considered.
Computational skills and parallel programming for HPC are not necessary but will be considered an asset.
- Basic knowledge of HPC will be appreciated.
- Competences
- Strong analytical skills.
- Ability to work independently and within a team.
- Good communication and teamwork skills to work in a multidisciplinary team.
- Fluency in English is essential, and Spanish is welcome.

**Conditions**
- The position will be located at BSC within the CASE Department
- We offer a full-time contract (37.5h/week), 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
- Starting date: asap

**Applications procedure and process**- A full CV in English including contact details
- A Cover Letter with a statement of interest in English, including two contacts for further references - Applications without this document will not be considered

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