Position Overview

The I-Form Advanced Manufacturing Research Centre and Digital Manufacturing Ireland (DMI) invite applications for a fully-funded 4-year PhD scholarship in image analysis for advanced manufacturing processes. This research project focuses on developing cutting-edge computer vision and AI techniques to ensure precision and automation in quality inspection during manufacturing.

The successful candidate will benefit from working across two leading-edge institutions: University College Dublin's I-Form Centre and DMI’s state-of-the-art manufacturing facility in Limerick.

Eligibility Requirements

• Academic Background: First or upper second-class honours degree in Science, Engineering, or a related field.
• Skills and Experience:
  • Strong foundation in computer vision, AI, or image analysis.
  • Knowledge of manufacturing processes is a plus.
  • Programming experience in languages such as Python, MATLAB, or equivalent.
• Enthusiastic about interdisciplinary research and developing innovative solutions for advanced manufacturing challenges.

Key Responsibilities

1. Research and Development:
   • Design and validate AI-driven image analysis techniques for precision measurements of nano-sized features on manufactured parts.
   • Develop computer vision methods for geometry retrieval and surface defect detection using techniques such as photometric stereo and structured light.
2. Implementation and Testing:
   • Create and test prototype vision-based inspection systems at DMI’s VCMG laboratory.
   • Develop control algorithms for continuous path planning and quality control of 3D-shaped parts.
3. Optimization and Evaluation:
   • Enhance accuracy and precision metrics for automated inspection of complex 3D shapes.
   • Define metrics for continuous view path operation and 3D data quantification.
4. Collaboration:
   • Work closely with academic and industry collaborators at UCD and DMI.
   • Contribute to project deliverables, publications, and conferences.

What We Offer

• Stipend: €28,000 per annum.
• Full Fee Coverage: Scholarship includes university fees in addition to the stipend.
• World-Class Research Environment:
  • Access to cutting-edge facilities at UCD’s I-Form Centre and DMI’s VCMG lab.
  • Opportunities to work on real-world case studies ranging from submicron precision micro-manufacturing to nano-sized electronic components.
• Professional Growth:
  • Engage in collaborative interdisciplinary research.
  • Develop expertise in AI, computer vision, and advanced manufacturing technologies.

Application Process

• Deadline: January 16, 2025.
• How to Apply: Submit an Expression of Interest with your CV via email.
• Contact: Informal inquiries can be directed to Dr. Kevin Nolan.