Post for PhD and Postdoc Positions: The research group at NTU Singapore (School of Physical and Mathematical Sciences) is inviting applications for multiple PhD and postdoc positions in 2025. These positions focus on the project “Learning high-dimensional (networked) dynamical systems” and will be supported by a NAP grant from NTU. Candidates are encouraged to explore various sub-topics based on their interests, with an emphasis on deriving efficient algorithms with provable statistical guarantees.
Designation
- PhD Positions
- Postdoc Positions
| Position Type | Duration | Starting Date | Application Deadline |
|---|---|---|---|
| PhD | 4 years | January 2026 | 31 July 2025 |
| Postdoc | 2 years | Around August 2025 | Ongoing until filled |
Research Area
- High-dimensional statistics
- Optimization
- Probability theory
- Approximation theory
- Time-series analysis
- Theoretical machine learning on networks
Location
NTU Singapore, School of Physical and Mathematical Sciences
Eligibility/Qualification
PhD Positions
- Bachelor’s degree (or higher) in Mathematics, Computer Science, Statistics, or related fields.
- Strong background in Probability and Statistics with an interest in statistical learning problems (theoretical perspective).
- Relevant coursework and projects in: Probability, Statistics, Optimization, Linear Algebra, etc.
Postdoc Positions
- PhD in Mathematics, Computer Science, Statistics, or related fields.
- Strong research background in statistical learning with evidence from publications.
- Proficiency in at least one of the following programming languages: MATLAB, R, Python, or similar.
Job Description
The selected candidates will engage in research aimed at developing efficient algorithms for high-dimensional and networked dynamical systems. Responsibilities include:
- Conducting theoretical research and applying statistical learning techniques.
- Collaborating with team members on projects and publications.
- Presenting research findings in conferences and seminars.
How to Apply
Interested candidates should email their CV to the research group lead. In the email, applicants must clearly articulate how their background aligns with the position’s requirements. For PhD candidates, include relevant coursework and project experience, and for postdoc candidates, highlight pertinent research work.
Last Date for Application
- PhD Positions: 31 July 2025
- Postdoc Positions: Ongoing until filled
By joining this dynamic research group, candidates will have the opportunity to contribute significantly to the field while developing their expertise in high-dimensional dynamical systems.
