PhD in Use of SWOT for small-scale ocean processes

Technical University of Denmark; Kongens Lyngby; Hybrid; DKK 320,000 - 420,000; Full time

Job summary

DTU Space at the Technical University of Denmark invites applications for a PhD focused on assimilating SWOT observations into a high-resolution ocean model for Polar Regions. The project will develop surrogate models using scientific machine learning to reduce simulation costs and enable rapid exploration of ocean processes.

The successful candidate has a background in ocean modelling and remote sensing, ideally with satellite altimetry experience and familiarity with MITgcm.

Qualifications

• Background in ocean modelling and remote sensing.
• Experience with satellite altimetry and ocean modelling frameworks is desirable.
• Strong mathematical and programming skills for ML surrogate modelling.

Responsibilities

• Assimilate SWOT observations into a high-resolution ocean model.
• Develop surrogate models using scientific machine learning to reduce computational cost.
• Collaborate with SWOT researchers and international partners; participate in research travel.

Skills

Ocean modelling

Remote sensing

Satellite altimetry

Education

Two-year master's degree (120 ECTS) or equivalent

Tools

MITgcm

Job description

Responsibilities and qualifications

This PhD will focus on assimilating SWOT observations into a high-resolution ocean model with a focus on the Polar Regions. An emphasis will be on developing surrogate models using Scientific Machine learning to reduce the computational cost of simulations and enable efficient prediction and exploration of ocean processes. The candidate is expected to have a background in ocean modelling and remote sensing, preferably with experience in satellite altimetry and ocean modelling using the MITgcm (MIT's General Circulation modelling framework). The candidate will work in a stimulating environment at DTU Space, with close collaboration with SWOT researchers, other DTU departments, and international partners. The candidate should be motivated to work in an international environment and participate in relevant research travel. You must have a two-year master's degree (120 ECTS points) or a similar degree with an academic level equivalent to a two-year master's degree.

Approval and Enrolment

The scholarship for the PhD degree is subject to academic approval, and the candidate will be enrolled in one of the general degree programmes at DTU. For information about our enrolment requirements and the general planning of the PhD study program, please see DTU's rules for the PhD education.

Assessment

The assessment will be made by Professor Ole B. Andersen. The assessor is also expected to be your main supervisor. A co-supervisor will also be involved.

About DTU

We offer DTU is a leading technical university globally recognized for the excellence of its research, education, innovation and scientific advice. We offer a rewarding and challenging job in an international environment. We strive for academic excellence in an environment characterized by collegial respect and academic freedom tempered by responsibility. DTU - For the benefit of society since 1829DTU is one of Europe's leading elite technical universities. Through research and education at an international top level, we create solutions to the major societal challenges of our time and help secure Europe's global leadership in sustainable technological development. Since Hans Christian Ørsted founded DTU almost 200 years ago, our mission has remained the same: We develop and create value through the natural and technical sciences for the benefit of society. DTU has 13,800 students, 1,600 PhD students, and 6,500 employees. We work in an international environment and have an inclusive, stimulating, and informal work culture. DTU has campuses in all parts of Denmark and in Greenland and collaborates with the best universities around the world.

Salary and appointment terms

The appointment will be based on the collective agreement with the Danish Confederation of Professional Associations. Please see DTU's salary structure for scientific staff: www.inside.dtu.dk/en/human-resources/during-employment/salary/salary-structures You will be located within the Hydro group inside the Geodesy and Earth Observation Division at DTU Space. The period of employment is 3 years. You can read more about career paths at DTU here.

Equal Opportunity

All interested candidates irrespective of age, gender, disability, race, religion or ethnic background are encouraged to apply.

Legal and Compliance

As DTU works with research in critical technology, which is subject to special rules for security and export control, open-source background checks may be conducted on qualified candidates for the position.

Further information

May be obtained from Professor Ole Baltazar Andersen ([e-mail]) You can read more about the Geodesy and Earth Observation Division in DTU Space at https://www.space.dtu.dk/english/Research/Research-Divisions/Geodesy-and-Earth-Observation. Information about DTU Space can be found here: https://www.space.dtu.dk/english If you are applying from abroad, you may find useful information on working in Denmark and at DTU at DTU - Moving to Denmark. Furthermore, you have the option of joining our monthly free seminar "PhD relocation to Denmark and startup "Zoom" seminar" for all questions regarding the practical matters of moving to Denmark and working as a PhD at DTU.