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I-2414 - Phd Candidate in Driver Digital Twin for The Tire Industry
il y a 2 semaines
**Temporary contract | 14+22+12 months | Full-time/40h | Belval**:
***:
**Are you passionate about research? So are we Come and join us**:
- The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices, public authorities in their decisions and businesses in their strategies.
**How will you contribute?**:
The evaluation by test drivers of new tire designs in realistic simulations is a key part of the tire development process. In this context the role of the tester and the feedback it gives about the car and tires behaviour is determinant for the tire engineers to build perfect tires. Today, because it involves specialised testers, the process is time consuming and limited to the feedback of the available tester groups. With the rise of Artificial Intelligence and deep data analytics, there is an opportunity to complete the human crew by an artificial crew, to get more valuable feedback that can be integrated in the shaping of future tires.[YN1]
- Activities
- Conduct extensive background literature analysis, including works in both computer science and automated control,
- Design the DDT model and supporting algorithms, elaborate validation use-cases and scenarios, participate to the planning, organisation of the driver studies under simulator conditions, their analysis and the integration of gathered data to feed AI models,
- Presentation of papers at academic conferences,
- Writing of research papers and publication of peer-reviewed journal articles,
- Write a PhD thesis in the field of computer engineering,
- Take part in the PhD and research training,
- Participation to outreach activities of LIST.
- Collect all the information involved in the evaluation of the security posture (centralization of logs, administration of the SIEM solution)
**Education**
- A Master’s degree or Engineer diploma in artificial intelligence, automated control or engineering science, cognitive science, or data science.
**Experience and skills**
- Demonstrated knowledge and skills in both symbolic and sub-symbolic Artificial Intelligence methods (KRR, ANN and Deep Learning, XAI ),
- Demonstrated knowledge and skills in automated control and the integration of human aspects in the control loop, practical knowledge of Simulink and Matlab,
- Strong programming skills, in particular with Python. Proven experience with machine learning and data science libraries (Tensorflow, Keras, PyTorch, scikit-learn, numpy, pandas,...). Skills in C/C++/C# or Java is an asset.
- Good understanding of user modelling or the modelling of human factors, in particular cognitive aspect.
**Language skills**
- Proficiency in written and spoken English and good level written and spoken. Knowledge of French is an asset but not mandatory.
**Your LIST benefits**:
- An organization with a passion for impact and strong RDI partnerships in Luxembourg and Europe that works on responsible and independent research projects
- Sustainable by design, empowering our belief that we play an essential role in paving the way to a green society
- Innovative infrastructures and exceptional labs occupying more than 5,000 square metres, including innovations in all that we do
- An environment encouraging curiosity, innovation and entrepreneurship in all areas
- Personalized learning programme to foster our staff’s soft and technical skills
- Multicultural and international work environment with more than 50 nationalities represented in our workforce
- Diverse and inclusive work environment empowering our people to fulfil their personal and professional ambitions
- Gender-friendly environment with multiple actions to attract, develop and retain women in science
- 32 days’ paid annual leave, 11 public holidays, 13-month salary, statutory health insurance
- Flexible working hours, home working policy and access to lunch vouchers
- A motivation letter oriented towards the position and detailing your experience;
- A scientific CV with contact details;
- List of publications (and patents, if applicable);
- Contact details of 2 references (optional).
**Application procedure and conditions**:
- Applications will be reviewed on an ongoing basis until the position is filled;
- The main criteria for selection will be the correspondence of the existing skills and expertise of the applicant with the requirements mentioned above.
**PhD additional conditions**:
- Supervising committee: Prof. Dr. Leon Van der Torre (University of Luxembourg), Dr. Guillaume Gronier (LIST)[YN3]
- Work location: Luxembourg Institute of Science and Technology (LIST), Belval, Luxembourg
- PhD enrolment: University of Luxembourg, Belval, Luxembourg
- Your master diploma must be recognized in Luxembourg. Please refer to:
**REQUIRED**LANGUAGES**:
To be considered for this position it is cru
