AI for Science Development and application of AI and machine learning tools for science problems Computational Biology and Bioinformatics Computational structural biology Bioinformatics Computational neuroscience models of multisensory 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 Computational Material Science Discovery and design of wave-functional metamaterials and photonic crystals Catalyst design First principles and phenomenological modeling of nanomaterial Spin dynamics in nanostructures Dislocation dynamics RESEARCH FOCI SCIENTIFIC COMPUTATION CONCENTRATION www.csc.hkust.edu.hk/scc 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 nanomaterials 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 Students can enroll in a particular discipline for research in the School of Science with a special focus in Scientific Computation as follows: MPhil/ PhD in Chemistry MPhil/ PhD in Life Science MPhil/ PhD in Mathematics MPhil/ PhD in Physics Email ssci@ust.hk Contact (852) 2358 7261 Research Postgraduate Programs MPhil Scientific computation is among the fastestgrowing multidisciplinary research area and it serves as a bridge between the traditional domains of theoretical and experimental sciences. Computation research covers many areas in science and engineering. The multidisciplinary nature of computational science and its wide-ranging scope means that its training and research can best be integrated into different disciplines to equip students with a solid foundation of the knowledge in focused areas. This concentration is intended for research postgraduate students who are interested in pursuing research in computation related research. PhD SCHOOL OF SCIENCE 2027-28 15 14
RkJQdWJsaXNoZXIy NDk5Njg=