We are inviting applications for multiple PhD and Postdoc positions in the research area of “Learning high-dimensional (networked) dynamical systems” at NTU Singapore’s School of Physical and Mathematical Sciences. This is an exciting opportunity to work within a newly formed research group focused on developing efficient algorithms with provable statistical guarantees.
Title: PhD and Postdoc Positions in Learning High-Dimensional Dynamical Systems
Designation
- PhD Researcher
- Postdoctoral Researcher
Research Area
- Learning high-dimensional (networked) dynamical systems
- High-dimensional statistics
- Optimization
- Probability theory
- Approximation theory
Location
- Nanyang Technological University (NTU), Singapore
Eligibility/Qualification
PhD Positions
- Bachelor’s degree (or higher) in Mathematics, Computer Science, Statistics, or related fields
- Background in Probability/Statistics with interest in statistical learning problems, particularly from a theoretical perspective
- Strong analytical and problem-solving skills
Postdoc Positions
- PhD in Mathematics, Computer Science, Statistics, or related fields
- Proven research background in statistical learning problems, evidenced by publications
- Proficiency in at least one programming language (e.g., MATLAB, R, Python)
Job Description
Selected candidates will focus on:
- Developing efficient algorithms with provable statistical guarantees.
- Exploring sub-topics related to high-dimensional and networked dynamical systems.
- Engaging in theoretical research challenges and collaborating with interdisciplinary teams.
Duration:
- PhD positions typically last 4 years.
- Postdoc positions are for 2 years.
How to Apply
Interested candidates are strongly encouraged to contact the principal investigator via email. Please include your CV and a brief cover letter outlining your research interests and fit for the position.
Note: It is recommended to email in advance to arrange for an interview if your profile aligns well with the criteria.
Last Date to Apply
- For PhD: Applications are encouraged to be submitted at least 4 months before the desired start date (August 2025 or January 2026).
- For Postdoc: Applications will be accepted until June 2025, but early applications are highly encouraged.
We look forward to welcoming talented and motivated individuals to our research team!
