Summary
The Control and Learning for Autonomous Robots (CLeAR) research group within the Robotics Research Centre (RRC) at Nanyang Technological University (NTU), Singapore is seeking highly qualified candidates for two postdoctoral researcher positions. These roles are centered on Physics-Informed Neural Networks (PINNs) and Data-enabled Predictive Controllers, aimed at developing innovative control and learning algorithms for autonomous robots.
Designation
Postdoctoral Researcher
| Field | Details |
|---|---|
| Research Area | Robotics, Control Theory, Machine Learning |
| Location | Nanyang Technological University (NTU), Singapore |
| Eligibility/Qualification | PhD in relevant fields |
| Job Description | Focus on PINNs and predictive controllers |
| How to Apply | Submit CV, transcripts, and three key papers as a single PDF file |
| Last Date to Apply | Not specified (Start date: January 2026) |
Research Area
- Physics-Informed Neural Networks (PINNs)
- Data-enabled Predictive Controllers
- Control and learning algorithms for autonomous robots
Eligibility/Qualification
- PhD in Robotics, Mechanical Engineering, Electrical Engineering, Computer Science, Applied Mathematics, Physics, or a related field
- Strong background in control theory, optimization algorithms, and/or machine learning
- Excellent verbal and written communication skills in English
- Proficiency in programming with Python and/or C/C++
- Demonstrated curiosity and ambition for research
- Strong work ethic and time management skills, with the ability to work independently and collaboratively
Additional Skills (Highly Desirable)
- Experience in academic writing (conference/journal publications)
- Programming experience with physical robot platforms (e.g., ROS)
- Hands-on experience in autonomous robots
- Proficiency in Linux programming and utilizing GitHub
Job Description
The successful candidates will contribute to the CLeAR research group’s mission to develop effective and safe autonomous robots through novel control and learning algorithms. Responsibilities include conducting research on PINNs and predictive controllers, publishing findings in top-tier journals, and participating in international conferences.
How to Apply
Interested candidates should prepare the following documents:
- CV
- Academic transcripts
- Copies of three key papers
These documents should be submitted as a single PDF file to the email address provided below.
Last Date to Apply
Until Position filled
