Postdoc Positions in Dynamical Research: The School of Physical and Mathematical Sciences at NTU Singapore is inviting applications for multiple openings for PhD and postdoc positions in 2025. The research focuses on “Learning high-dimensional (networked) dynamical systems,” exploring the development of efficient algorithms with provable statistical guarantees.
PhD and Postdoc Positions in Dynamical Systems Research
Designation
- PhD Researcher
- Postdoctoral Researcher
Research Area
- High-dimensional statistics
- Statistical learning problems
- Time-series analysis
- Theoretical machine learning on networks
- Optimization and probability theory
Location
Nanyang Technological University (NTU), Singapore
Eligibility/Qualification
PhD Positions
- Education: Bachelor’s degree (or above) in Mathematics, Computer Science, Statistics, or related fields.
- Skills: Strong background in Probability and Statistics, especially in statistical learning problems.
- Requirements: Relevant coursework in Probability, Statistics, Optimization, Linear Algebra, and projects/internships in related areas.
Postdoc Positions
- Education: PhD in Mathematics, Computer Science, Statistics, or related fields.
- Skills: Strong research background in statistical learning problems with a theoretical component, evidenced by publications.
- ** Knowledge**: Proficiency in at least one programming language such as MATLAB, R, or Python.
Job Description
Selected candidates will engage in research on high-dimensional dynamical systems, focusing on deriving efficient algorithms with statistical guarantees. Candidates will have the opportunity to explore various sub-topics aligned with their interests while contributing to groundbreaking research in theoretical aspects of statistical learning.
How to Apply
Interested candidates must email their CV and a brief outline of their suitability for the positions, including relevant coursework and projects for PhD candidates, or research work for postdoc candidates. Applications should clearly state how the candidate’s background aligns with the research areas outlined.
Last Date for Apply
- Online Application Deadline: 31 July 2025
- Starting Date for PhD: January 2026
- Starting Date for Postdoc: Around August 2025 (flexible)
For detailed information and to express your interest, please contact via email at your earliest convenience. Only candidates whose profiles are deemed potentially suitable will receive a response.
