đ±Are you ready to tackle the challenges of climate change energy decarbonization? Become part of ENCODING, a European research network that aims to help predict the impact of RSF in energy-intensive industries (EIIs).
đ We are seeking a bright doctoral candidate to push the boundaries of science, engineering and data-driven innovation. Collaborate with us and contribute to a greener future.Â
Ph.D Position: Dimensionality reduction and feature extraction in massive combustion data sets.
LOCATION:
Co-tutelle program between Universidad Politécnica de Madrid (Madrid, Spain) and Université Libre de Bruxelles (Brussels, Belgium):
- 1 year and 9 months at UPM under de supervision of Prof. Soledad LeClainche MartĂnez
- Complete the remainder of the program at ULB under the supervision of Prof. Alessandro Parente
ABOUT THE PROJECT:
In this role, you will explore novel ways of understanding and optimizing combustion systems for a sustainable energy future. Your work will focus on:
- Develop state-of-the-art feature extraction algorithms to classify and parametrize combustion processes.Â
- Optimize low-dimensional manifolds using techniques like kernel methods, sampling, and data-drivenmodal decomposition (PCA, DMD, etc).Â
- Design hybrid diagnostics methods that combine data-driven insights and first-principle approaches to tackle turbulent combustion challenges.Â
WHY JOINING ENCODING?
- Address Global Challenges: contribute to decarbonizing energy-intensive industries, advancing renewable synthetic fuels.
- Collaborative environment: join our other PhD students and the universities and industrial network for this fun ride!
- Career Development: Become a Marie Sklodowska-Curie fellow.
REQUIREMENTS:
- Hold or graduate this year of an MSc or equivalent in chemistry, mathematics, engineering, physics, computer science, or any related fields.
- Not be in possession of a doctoral degree.Â
- You havenât lived or worked in Spain for more than 12 months in the past 3 years.
- Fluent in English. Any other language, especially the language of the country in which the application is submitted, would be a plus.
- Research experience is not required, but it would be a plus. Enthusiasm and ambition are essential!
WHAT WE OFFER?
- Competitive salary:Â
Gross Salary:             2.882 ⏠/ month or     3.053 ⏠/ month with family
- Hands-on researchÂ
- Exciting locations: enjoy Madrid and Brussels during your co-tutelle program
- Supportive environment: we value diversity and are committed to create an inclusive and respectful workplace.
OTHER IMPORTANT INFORMATION:
- Starting date: As soon as possible.
HOW TO APPLY:
If you would like to be part of this remarkable Doctoral Network, do not hesitate to send an email to soledad.leclainche@upm.es and alessandro.parente@ulb.be with:
- your CV,Â
- a small presentation/purpose letter,
- the name of 2 referees,
- academic records
Please, indicate in the subject of the email âENCODING PhD positionâ.
Offer available also at EURAXESS