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TU Delft
Postdoc Researcher in Probabilistic Surrogate Modelling for Floating Solar Farms
Gesloten
TU Delft Delft (17 km)
32 - 38 uur
PhD
Status Gesloten
Er kan niet meer worden gesolliciteerd

Wat wij vragen

Opleiding
A PhD degree in Civil Engineering, Applied Mathematics, Mechanical Engineering, Maritime Engineering, Computer Science or a relevant domain.
Ervaring
Demonstrated programming skills (Fortran/C++/Python/Julia), preferably in Julia. Self-motivated, curiosity-driven, open to communicate and collaborate with peers. Excellent communications skills in English, both writing and speaking. Ability to work independently and self-driven in a multidisciplinary team English proficiency to ensure that the candidate is able to communicate and interact well with colleagues and write scientific article.
Talen
  • Je beheerst Engels

Wat wij bieden

Uren
32 tot 38 uur per week
Dienstverband
fulltime, parttime
Type vacature
intern

Vacaturebeschrijving

Postdoc Researcher in Probabilistic Surrogate Modelling for Floating Solar Farms

Join the DigiOcean4Solar project to develop a Digital Ocean environment for fast and reliable simulations of wind-wave-structure interactions in floating solar farms.

Job description

We are looking for a highly motivated and talented Postdoctoral Researcher to join the DigiOcean4Solar project. Offshore floating solar is a rapidly emerging renewable energy technology with the potential to meet global energy demands. However, scaling up floating solar farms requires deploying large floating structures over extensive sea surfaces, posing significant engineering and environmental challenges. As floating solar scales to multi-hectare deployments offshore, evaluating their performance and environmental impact under uncertainty becomes a critical scientific and engineering challenge. The DigiOcean4Solar project aims to pioneer a Digital Ocean environment to enable fast and reliable simulations of wind-wave-structure interactions in floating solar farms. This research will provide the essential knowledge and computational tools needed to optimize the design and deployment of large-scale floating solar farms, ensuring their economic viability and environmental sustainability.

In this postdoctoral position, you will lead the development of a probabilistic, error-aware surrogate model capable of delivering fast, uncertainty-quantified predictions for complex multiscale-multiphysics processes in OFPV farms. This research will build upon a multi-scale and multi-physics numerical modeling framework, with the goal of enabling rapid and robust probabilistic assessments for design, optimization, and environmental impact studies. More precisely, you will be designing a new computational methodology that integrates adaptive and error-aware probabilistic surrogate/reduced order models that leverage multifidelity modelling, and goal-oriented numerical error estimation. The resulting surrogate model will map uncertain meta-ocean conditions to key quantities of interest for OFPV performance and sustainability.

You will join the Computational Multiphysics in Offshore Engineering (CMOE) group (https://tudelftcmoe.super.site/), a dynamic research team dedicated to developing state-of-the-art numerical methods for offshore renewable energy applications. The group specializes in computational modeling of fluid-structure interactions, wave-structure interaction and mooring systems for offshore renewable energies. You will be part of the Offshore Engineering section in the Hydraulic Engineering department, with leading experts in the field of offshore energy. You will actively participate in recurrent group meetings, write scientific articles, and give presentations at national and international conferences. If interested, you will be able to participate in teaching and supervision activities within the Faculty of Civil Engineering and Geosciences of Delft University of Technology.

A key aspect of this project will be collaboration with OFPV developers and industry partners. The research will be conducted in close cooperation with companies and organizations leading the development and deployment of offshore floating solar farms. This collaboration will ensure that the developed computational framework is aligned with real-world engineering challenges and can be applied directly to industry-scale OFPV projects.

Job requirements

We are acutely aware that we are a diverse society and not every talented applicant will have had the same opportunities to advance their careers. We therefore pledge to fully account for any particular circumstances that the applicants disclose (e.g. Parental leave, caring duties, part-time jobs to support studies, disabilities etc.) to ensure an inclusive and fair recruitment process that does not rely purely on common research metrics.

The successful applicant will have:

  • A PhD degree in Civil Engineering, Applied Mathematics, Mechanical Engineering, Maritime Engineering, Computer Science or a relevant domain.
  • Expert knowledge in reduced order models (ROM) and/or surrogate models for the solution of partial differential equations. Research experience with integration of ROM and the Finite Element method is a plus.
  • Demonstrated programming skills (Fortran/C++/Python/Julia), preferably in Julia.
  • Knowledge in fluid-structure interaction problems and ocean energy technologies are considered a merit.
  • Self-motivated, curiosity-driven, open to communicate and collaborate with peers.
  • Excellent communications skills in English, both writing and speaking.
  • Ability to work independently and self-driven in a multidisciplinary team

This position requires English proficiency to ensure that the candidate is able to communicate and interact well with colleagues and write scientific article.

TU Delft (Delft University of Technology)

Delft University of Technology is built on strong foundations. As creators of the world-famous Dutch waterworks and pioneers in biotech, TU Delft is a top international university combining science, engineering and design. It delivers world class results in education, research and innovation to address challenges in the areas of energy, climate, mobility, health and digital society. For generations, our engineers have proven to be entrepreneurial problem-solvers, both in business and in a social context.

At TU Delft we embrace diversity as one of our core values and we actively engage to be a university where you feel at home and can flourish. We value different perspectives and qualities. We believe this makes our work more innovative, the TU Delft community more vibrant and the world more just. Together, we imagine, invent and create solutions using technology to have a positive impact on a global scale. That is why we invite you to apply. Your application will receive fair consideration.

Challenge. Change. Impact!

Faculty of Civil Engineering and Geosciences

The Faculty of Civil Engineering & Geosciences (CEG) is committed to outstanding international research and education in the field of civil engineering, applied earth sciences, traffic and transport, water technology, and delta technology. Our research feeds into our educational programmes and covers societal challenges such as climate change, energy transition, resource availability, urbanisation and clean water. Our research projects are conducted in close cooperation with a wide range of research institutions.

CEG is convinced of the importance of open science and supports its scientists in integrating open science in their research practice. The Faculty of CEG comprises 28 research groups in the following seven departments: Materials Mechanics Management & Design, Engineering Structures, Geoscience and Engineering, Geoscience and Remote Sensing, Transport & Planning, Hydraulic Engineering and Water Management.

here to go to the website of the Faculty of Civil Engineering & Geosciences.

).

Application procedure

  • A cover letter describing your motivation and qualifications for the position (1 page).
  • Curriculum Vitae including three references and list of publications.
  • Qualification evidence including PhD degree and transcripts.
  • A link to the digital copy of PhD thesis.

Please note:

  • You can apply online. We will not process applications sent by email and/or post.
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  • Please do not contact us for unsolicited services
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