刘晓培
助理教授、研究员
博士毕业院校:中国香港中文大学
电话:(021) 20685382
办公室:信息学院2号楼202J室
招聘主页:
研究领域
个人简历
代表性论文

研究领域

  • 计算机图形学

  • 计算流体力学

  • 机器学习

  • 无人飞行器设计与自主导航

  • 高性能并行计算


个人简历

刘晓培博士于2010年在香港中文大学计算机科学与工程系获得博士学位,并在新加坡南洋理工大学从事博士后研究员工作。他于2015年6月作为助理教授、研究员(终身教授序列)加入上海科技大学信息科学与技术学院。他目前的研究兴趣涵盖计算机图形学、计算流体动力学、科学可视化、机器学习、无人飞行器设计与自主导航,以及基于GPU的高性能并行计算等多学科交叉领域,并积极探索相关研究在快速计算机辅助设计与工程(如飞行器与汽车的设计)、电影特效、智慧医疗、虚拟机器人智能训练,以及基础科学研究方面的应用。他的论文发表在多学科的期刊上,如ACM SIGGRAPH/SIGGRAPH Asia, ACM Transactions on Graphics,IEEE Transactions on Visualization and Computer Graphics,AIP Physics of Fluids,以及APS Physical Review D等。


代表性论文

  1. Yixin Chen, Wei Li, Rui Fan, Xiaopei Liu, GPU Optimization for High-Quality Kinetic Fluid Simulation, IEEE Transactions on Visualization and Computer Graphics (TVCG), accepted for publication, 2021.

  2. Kai Bai, Wei Li, Mathieu Desbrun, Xiaopei Liu, Dynamic Upsampling of Smoke through Dictionary-based Learning, ACM Transactions on Graphics (TOG), 40 (1), Article 4, 2020, to be presented at SIGGRAPH 2021.
  3. Wei Li, Yixin Chen, Mathieu Desbrun, Changxi Zheng, Xiaopei Liu, Fast and Scalable Turbulent Flow Simulation with Two-Way Coupling, ACM Transactions on Graphics (SIGGRAPH 2020), 39 (4), Article 47, 2020.

  4. Wei Li, Daoming Liu, Mathieu Desbrun, Jin Huang and Xiaopei Liu, Kinetic-based Multiphase Flow Simulation, IEEE Transactions on Visualization and Computer Graphics (TVCG), accepted for publication, 2020.

  5. Daoming Liu, Chi Xiong and Xiaopei Liu, Vectorizing Quantum Turbulence Vortex-Core Lines for Real-Time Visualization, IEEE Transactions on Visualization and Computer Graphics (TVCG), accepted for publication, 2020.

  6. Wei Li, Kai Bai, Xiaopei Liu, Continuous-scale Kinetic Fluid Simulation, IEEE Transactions on Visualization and Computer Graphics (TVCG), 25(9):2694-2709, 2019.

  7. Yulong Guo, Xiaopei Liu, Chi Xiong, Philip Fu, Xuemiao Xu, Simulating and Visualizing Superfluid Vortices, IEEE Transactions on Visualization and Computer Graphics (TVCG), 24(8):2440-2455, 2018, presented at IEEE VIS (SciVis) 2018.

  8. Yulong Guo, Xiaopei Liu, Xuemiao Xu, A Unified Detail-Preserving Liquid Simulation by Two-Phase Lattice Boltzmann Modeling, IEEE Transactions on Visualization and Computer Graphics (TVCG), 23(5):1479-149, 2017, presented at Pacific Graphics (PG) 2016.

  9. Maneesh Mishra, Xiaopei Liu, Martin Skote, Chi-Wing Fu, Kolmogorov spectrum consistent optimization for multi-scale flow decomposition, AIP Physics of Fluids (POF), Vol. 26, No. 5, p. 055106 , 2014.

  10. Xiaopei Liu, Wai-Man Pang, Jing Qin, Chi-Wing Fu, Turbulence Simulation by Adaptive Multi-Relaxation Lattice Boltzmann Modeling, IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 20, No. 2, pp. 289-302, February, 2014.