Belgium Job Openings
KU Leuven
PhD position on infinite-dimensional Bayesian inversion of physics-based models
Leuven
FULL TIME
November 14, 2024
Ph D position on infinite-dimensional Bayesian inversion of physics-based models
(ref. BAP-2024-709)Laatst aangepast: 14/11/24
The research is part of the larger project “Computational methods for infinite-dimensional Bayesian inversion of physics-based models in engineering applications” led by Prof. Giovanni Samaey, Prof. Geert Lombaert, Prof. Dirk Nuyens and Prof. Johan Meyers. The research will be done in close collaboration with 5 other Ph D students funded on the project, as well as researchers working on complementary related projects.
Research in the Structural Mechanics Section (https://www.kuleuven.be/bwm) of the Department of Civil Engineering focuses on the static and dynamic analysis of structures and is structured along six research lines: vibrations in the built environment, structural identification and evaluation, building acoustics, shape and topology optimization, computational structural engineering and human-induced vibration of civil engineering structures. The Ph D position fits in the second line where the section has a long standing tradition in research on Structural Health Monitoring.
Project
The target of the overarching project is the development of Bayesian computational methods for these inverse problems and aims both at increasing their validity, and at reducing their computational cost. As a prototypical system with a lot of future and wider application potential, the monitoring (structural health of) structures (such as buildings or wind turbines) excited by wind loads are considered. The focus of this Ph D project is the development of methods tailored to a context of structural engineering.
Profile
- We are looking for a a candidate with a MSc degree in civil engineering, mechanical engineering, or mathematical engineering, obtained not earlier than 2022, and having an excellent background and strong interest in structural mechanics.
- Interested candidates should be motivated to complete a Ph D within four years, the starting date is flexible, but no later than 1 September 2025.
- More information on becoming a Ph D student at KU Leuven and living in Leuven can be found at https://www.kuleuven.be/phd, https://set.kuleuven.be/phd (Leuven Arenberg Doctoral School) and https://www.kuleuven.be. Depending on their background (MSc diploma, research experience), students may first need to pass a pre-doctoral test, e.g. selected courses (12 ECTS) and research work with presentation (3 ECTS), prior to being allowed to the Ph D program.
Offer
- A remuneration package competitive with industry standard in Belgium, a country with a high quality of life and excellent health care system. The remuneration consists of a net monthly salary of about 2400 Euro (in case of dependent children or spouse, the amount can be somewhat higher). Following Belgian law, the salary is automatically adjusted for inflation based on the smoothed health index.
- An opportunity to pursue a Ph D in Civil Engineering in a 4-year trajectory, in a stimulating and ambitious research environment with a strong track record in the research topic.
- Ample occasions to develop yourself in a scientific and/or an industrial direction. Besides opportunities offered by the research group, further doctoral training for Ph D candidates is provided in the framework of the KU Leuven Arenberg Doctoral School (https://set.kuleuven.be/phd), known for its strong focus on both future scientists and scientifically trained professionals who will valorize their doctoral expertise and competences in a non-academic context. More information on the training opportunities can be found via the following link: https://set.kuleuven.be/phd/dopl/whytraining .
- A stay in a vibrant environment in the hearth of Europe. The university has approximately 50,000 students and is located in Leuven, a town of approximately 100,000 inhabitants, located close to Brussels (25km), and 20 minutes by train from Brussels International Airport. This strategic positioning and the strong presence of the university, international research centers, and industry, lead to a welcoming environment with ample opportunities for social, cultural and sports activities. The mixture of cultures and research fields are some of the ingredients making the university of Leuven the most innovative university in Europe (https://nieuws.kuleuven.be/en/content/2019/four-years-in-a-row-ku-leuven-once-again-tops-reuters-ranking-of-europes-most-innovative-universities). Further information can be found on the website of the university: https://www.kuleuven.be/english/life-at-ku-leuven.
Interested?
As part of your application, we expect the following: (1) motivation letter, (2) curriculum vitae (3) transcript of records (BSc and MSc degrees), (4) copy of diplomas (BSc and MSc degrees), (5) a sample of technical writing in English, e.g. a paper with you as main author, or your bachelor or master thesis, (6) proof of proficiency in English (TOEFL or IETLS certificate or equivalent proof), and (7) contact details of three persons who can provide a reference on our request (so please do not include reference letters, only provide contact details).
We request a TOEFL ibt total score of 94, with no section scores below 22, or an IELTS overall band score of 7.0, with no band scores below 6.5.
Pre-selected candidates will be invited for an online interview.
location_city Locatie : Leuven
timer Solliciteren tot en met:
31/03/2025 23:59 CET
bookmarks Tags: Ingenieurswetenschappen
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