Research Fellow (AI-Enhanced Design)

The School of Mechanical & Aerospace Engineering (MAE) isa robust, dynamic and multi-disciplinary international researchcommunity comprising of world-class scientists and bright students.MAE prides itself in its excellent research capabilities in areasincluding advanced manufacturing, aerospace, biomedical, energy,industrial engineering, maritime engineering, robotics, etc. Theschool is equipped with state-of-the-art research infrastructure,housing a comprehensive range of cluster laboratories, test beddingfacilities, research centres / institutes and corporate laboratories.Cutting-edge research in MAE addresses the immediate needs of ourindustries and supports the nation's long-term developmentstrategies. In the new era of industrial 4.0 and sustainableliving, MAE is rigorous in developing new competencies to supportthe growth and competitiveness of our engineering sector in theglobal landscape. MAE has grown to be leader in EngineeringResearch, ranking amongst the top engineering schools in theworld.

For more details, please view https : / / www.ntu.edu.sg / mae / research .

TheSchool of Mechanical and Aerospace Engineering is seeking to hire aResearch Fellow to develop novel AI-enhanced design methods forheat exchanger for energy saving purpose. The candidate will workon multi-physics numerical simulations, machine learning andmanufacturability constrained design optimization. We expect thecandidate to deliver optimized designs with improved thermalexchange efficiency and satisfying the additive manufacturingprocess requirements.

KeyResponsibilities :

The Research Fellowwill work on a cross-disciplinary project at the intersection offluid mechanics, numerical simulation, design optimization andmachine learning. The key responsibilities of this positioninclude :

• Perform numerical simulationto solve heat transfer problems
• Develop machinelearning-based surrogate models
• Perform designoptimization based on AI
• Incorporatemanufacturability concerns
• Collaborate withinternal and external stakeholder on energysystems
• Maintenance of lab or equipment orsupplies that include procurement and liaison withsuppliers
• Assist or produce high qualityreports and documents that consolidate researchfindings
• Mentoring PhD and thesis-based masterstudents
• Assist in grantwritings

JobRequirements :

Required educationalqualification, experience, skills and competencies for thisposition :

We regret toinform that only shortlisted candidates will benotified.

Hiring Institution : NTU