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Prof

Poh Seng Lee

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.