Prof
Poh Seng LeeProfile page
Head
Mechanical Engineering
RESEARCH INTERESTS
Professor Lee’s research interests encompass the following interconnected areas:
1. Advanced Thermal Management for AI and High-Performance Computing
- Thermal management of AI accelerators, GPUs, CPUs and high-density electronics
- Direct-to-chip liquid cooling
- Single- and two-phase cooling
- Microchannel and minichannel heat transfer
- Flow boiling and two-phase thermal-hydraulics
- Hotspot mitigation and high-heat-flux cooling
- Advanced cold plates and heat sinks
- Additive-manufactured and topology-optimised thermal structures
- Thermal management of co-packaged optics and advanced electronic systems
2. Sustainable and AI-Ready Data Centres
- Sustainable tropical data-centre design and operation
- High-density and liquid-cooled data centres
- AI-factory thermal infrastructure
- Brownfield conversion from air to liquid cooling
- Warm-water cooling and elevated-temperature operation
- Cooling-system architecture and optimisation
- Heat-rejection technologies and water-efficient cooling
- Waste-heat recovery and heat reuse
- Data-centre energy, water and carbon performance
- Resilient and resource-efficient digital infrastructure
3. Integrated Power–Thermal Systems for Computing Infrastructure
- Co-design of electrical power and thermal-management systems
- High-voltage DC and next-generation power architectures for AI data centres
- Power–cooling interactions at chip, rack and facility levels
- Energy storage and low-carbon power integration
- System-level optimisation of compute, power and cooling infrastructure
4. Intelligent Thermal and Energy Systems
- Digital twins for thermal systems and data centres
- Physics-informed modelling and reduced-order models
- AI/ML-assisted thermal management
- Model-predictive control and adaptive cooling
- Computational fluid dynamics and thermal-fluid optimisation
- Real-time monitoring, diagnostics and optimisation of cooling infrastructure
5. Energy-Efficient Cooling and Air Conditioning
- High-efficiency air-conditioning systems
- Hybrid air–liquid cooling
- Tropical cooling and dehumidification
- Passive and low-energy cooling technologies
- High-performance heat exchangers and thermal-energy systems
6. Heat Transfer and Thermal-Fluid Sciences
- Convective heat transfer
- Microscale and macroscale heat transfer
- Single- and two-phase thermal-fluid transport
- Enhanced heat-transfer surfaces
- Multiphase flow and phase-change heat transfer
- Experimental and computational thermal sciences
7. Sustainable Energy and Thermal Systems
- Waste-heat recovery and utilisation
- Thermal-energy storage
- High-efficiency thermal systems
- Renewable and low-carbon energy integration
- Energy-system efficiency and decarbonisation
Across these areas, Professor Lee is particularly interested in research that connects fundamental thermal-fluid science with system-level engineering and large-scale deployment, enabling innovations to progress from laboratory concepts to validated technologies, industry adoption, standards and sustainable infrastructure.