2 postdoctoral fellow in generative modeling, nus, singapore

3 weeks ago


Singapore Researchersjob Full time

Postdoctoral Fellow in Generative Modeling:Two Postdoctoral Research Fellow positions are available in the Department of Statistics & Data Science at the National University of Singapore (NUS). These positions are offered on a two-year contract basis, with the possibility of renewal subject to review.
Postdoctoral Research Fellow in Data-Assimilation and Generative Modeling
Designation:
Postdoctoral Research Fellow
Research Area:
The primary focus is on the design and analysis of statistical methods for data assimilation of high-dimensional time-series data and generative modeling. The project explores the intersection of data assimilation and generative models, aiming to enhance robustness and accuracy in high-dimensional dynamical systems and develop new sampling algorithms.
Location:
National University of Singapore (NUS), Department of Statistics & Data Science
Ph. D. inStatistics, Computer Science, Physics, or a closely related field.
Strong experience in Python programming.
Experience with at least one deep-learning framework.
A demonstrated record of academic publications.
Research experience that aligns with the core focus of the research programme.
Job Description:
Engage in research on the design and analysis of statistical methods for data assimilation of high-dimensional time-series data and generative modeling.
Explore the application of recent methodological developments in generative models to traditional statistical tools used in data assimilation.
Contribute to the development of new sampling algorithms.
Collaborate with the research team and participate in conferences with a generous travel budget.
The position is full-time, starting immediately, and is renewable for up to an additional year based on performance.
How to Apply:
Prospective applicants are highly encouraged to get in touch informally to discuss further details about the position. Queries should be addressed to Alex Thiery
Last Date for Apply:
The positions will remain open until we find the right candidates.
Start Date:Immediate
Duration:2 years (Renewable for up to an additional year)
Salary Range:S$ 70k-90k / Year, plus benefits (Health Insurance / etc.)
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