Research Foci

Scientific Computation Concentration - Research Foci

Scientific Computation Concentration - Research Foci
Scientific Computation Concentration - Research Foci
Scientific Computation Concentration - Research Foci

Computation Biology and Bioinformatics

  • Computational structural biology
  • Bioinformatics
  • Computational neuroscience models of multi-sensory integration and motion sickness


Computational Fluid Dynamics and Soft-Matter Simulation

  • Multi-scale phenomena at fluid-solid interfaces
  • Kinetic methods for continuum and near-continuum flows
  • Multi-scale coupled circulation-ecosystem simulation in the ocean
  • Supersonic convection and radiation-convection transition in astrophysics
  • Large-scale flow structures and their effects in turbulent thermal convection
  • Phase transitions in colloids


Computation Material Science

  • Discovery and design of wave-functional meta-materials and photonics crystals
  • Catalyst design
  • First principles and phenomenological modelling of nanomaterial
  • Spin dynamics in nanostructures
  • Dislocation dynamics


Efficient High-Performance Computing Systems

  • Energy and cost efficient computing systems
  • Merged scale-up and scale-out computing systems for HPCs and data centers


Environmental and Atmospheric Modeling

  • Real-time air quality analysis
  • Development of an operational air quality prediction system
  • Numerical investigation of air pollutant inception: the role of humidity
  • Collisions and diffusion of water clusters on hydrophilic and hydrophobic surfaces for chip / device cooling
  • Multiscale simulation of thermal conductivity of nano materials for thermal management


High Performance Computing and Data Analysis

  • High-performance deep learning
  • Big data analytics


Information Statistical Physics and Big Data Analysis on Networks

  • Stability, reliability and robustness of power grids
  • Social network: dynamics of opinion formation and community detection
  • Random walk and games
  • Analysis of big data using evolution computation and quantum genetic algorithm
  • Agent dynamics and artificial life in econophysics