Research Fellow

1 week ago

Singapore Nanyang Technological University Full time

The School of Physical and Mathematical Sciences (SPMS) at the Nanyang Technological University, Singapore is looking for a Research Fellow, to develop leading-edge research and build-up research activity in the field of fusion and plasma science for clean energy. The project aims at developing reduced models of turbulent transport. The Research Fellow will be employed and stationed at NTU, and is expected to travel overseas to interact with scientific teams in Europe.

The objective of this Research Fellow position is to constrain models of turbulent transport with data from simulations. To this aim, turbulent codes will be run to build-up a database that will then be used to characterise the spatio-temporal properties of fluctuations and turbulent transport with the help of deep-learning algorithms. Results of this analysis will be compared to fluctuation measurements, as well as transport coefficients, on the WEST tokamak (Cadarache France).

Job Responsibilities- Run turbulent codes to build-up a database that will then be used to characterise spatio-temporal properties of fluctuations, in collaboration with relevant teams in Europe- Build-up a comprehensive database based on these simulations- Analyze data with the use of deep learning techniques to develop surrogate transport models- Compare the outcome of surrogate models with existing experimental data

Job Requirements- PhD degree in plasma physics- Demonstrated experience in computer sciences- Demonstrated experience in handling large size database- Knowledgeable in theoretical plasma physics- Demonstrated track-record of scientific productivity- Experience of scientific work in an international environment

Hiring Institution: NTU

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