Mr. xueren Li
Research Assistant
Details
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College: School of Engineering
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Department: School of Engineering
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Campus: Bundoora East Australia
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xueren.li@rmit.edu.au
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ORCID: 0009-0004-8828-3726
Research fields
- 4611 Machine learning
- 401204 Computational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)
- 33 Built environment and design
Degrees
- Bachelor Degree (Honours) Level, Aerospace Engineering and Technology
- RMIT
- null
- 2016 – Present
- Ph.D, Mechanical and Industrial Eng and Techn.
- RMIT
- null
- 2020 – Present
Teaching interests
Course - Computational Fluid Dynamics (CFD), RMIT
Course - Applied Thermodynamics (Associate Professor Abhijit Date), RMIT
Research interests
Fluid Mechanics: Research on multiphase flow in indoor environments, such as virus-laden droplets, buoyancy-driven thermal plumes, and inhaler drug delivery, as well as studies on non-Newtonian fluids like bile fluid dynamics.
Heat Transfer: Work on energy storage using phase change materials (PCMs) for energy-saving ventilation in buildings, PCM-based thermal management for batteries, and thermal regulation models.
Machine learning: Nueral network, decision tree models (i.e., XGBoost, LightGBM), Support vector machine, Genetic algorithms, Particle Swarm Optimisation
