Research Associate: AI for Real-Time Laser Metal AM

Nanyang Technological University Singapore; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

Nanyang Technological University Singapore is seeking a Research Associate to develop novel AI methods for process monitoring in laser-based metal additive manufacturing. You will focus on thermal field modelling, multi-physics simulations, machine learning and parameter optimization, aiming for data-efficient predictions of process anomalies and defects to improve part quality and stability.

The role involves collaboration across fluid mechanics, numerical simulation, design optimization and

Qualifications

• Master’s degree or above in Mechanical Engineering, Structural Engineering, Energy Engineering, Industrial Engineering, Machine Learning, or related fields.
• Expertise in laser-based metal additive manufacturing process.
• Expertise in data-driven and AI/machine learning research.
• Proficiency in basics of programming languages such as C++, Python, and/or Matlab.
• Strong understanding of research methodologies, data analysis, and statistical techniques.
• Ability to work both independently and collaboratively within a team.
• Effective written and verbal communication skills, with the ability to convey information, collaborate and build relationship.
• Ability to produce technical content for publications and deliver informative presentations to diverse audience including students.
• Strong analytical and problem-solving skills to analyze and interpret research data.
• Attention to details and a commitment to upholding ethical standards in all research activities.
• Passion in the field of research and a desire to contribute to meaningful projects.
• Excellent verbal and written communication skills.
• Publication track record is an advantage for this position.

Responsibilities

• Collect thermal data from metal additive manufacturing process.
• Develop cost-efficient and data-efficient AI models.
• Perform process anomaly and material defects detection.
• Implement real-time process monitoring for layer-wise printing.
• Collaborate with internal and external stakeholder on energy systems.
• Maintenance of lab or equipment or supplies that include procurement and liaison with suppliers.
• Assist or produce high-quality reports and documents that consolidate research findings.
• Mentoring thesis-based undergraduate and master students.
• Assist in proposal writings.

Skills

AI/ML research

C++, Python, Matlab

Research methods

Communication skills

Publication track record

Education

Master's degree in engineering

Job description

Nanyang Technological University Singapore is seeking a Research Associate to develop novel AI methods for process monitoring in laser-based metal additive manufacturing. You will focus on thermal field modelling, multi-physics simulations, machine learning and parameter optimization, aiming for data-efficient predictions of process anomalies and defects to improve part quality and stability.

The role involves collaboration across fluid mechanics, numerical simulation, design optimization and