Automated Task Scheduling for Cloth and Deformable Body Simulations in Heterogeneous Computing Environments
Chengzhu He, Zhendong Wang, Zhaorui Meng, Junfeng Yao, Shihui Guo, Huamin Wang. SIGGRAPH 2025 Conference Track.
CV
Education
- M.S. in Computer Science and Technology, Xiamen University, 2023
- B.S. in Digital Media Technology, Xiamen University, 2019
Work experience
- Summer 2025: Graphics Algorithm Intern (expected)
- miHoYo
- Winter 2024: Graphics Algorithm Intern
- Style3D Research
- Duties included: Research for heterogenenous computing
- Summer 2023: Graphics Algorithm Intern
- Style3D Research
- Duties included: Developing GPU-based cloth simulation mudule for MacOS.
- Winter 2022: Graphics Algorithm Intern
- Xinyu Technology, Beijing
- Duties included: Developing GPU-based cloth simulator on Unity.
Skills
- Integration Methods: Newton Method, XPBD, VBD, Gradient Descent, Explicit integration… (hard to learn rigid-body simulation)
- Numerical Computation: PCG, Multigrid, Demain-decomposition, Preconditioning,
- Collision Detection/Response: Spatial Hashing/LBVH/Descrete Proximity/Impact Zone/IPC/Vivace Parallel-Graph-Coloring
- Energy: StVK/Stable Neohookean/ARAP, Quadratic bending, Dehidral-Angle bending, Mass-spring, IPC barrier energy (with their semi-positive-define hessian)
- High-performance Computing: C++ multi-thread, GPU programming, GPU architecture, Low-level optimization (e.g. shared-memory/warp intrinsic/reduce/scan/sorting)
- Coding: C++/Cmake, CUDA/Metal/HLSL/taichi, Matlab, Python, C#, go, git
- Rendering: OpenGL, Blender script