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Unified GPU-based simulation of porous flow, absorption, and diffusion in cloth-liquid coupling.
1College of Software and Convergence (Department of Artificial Intelligence, Design Technology), Graduate School of Electrical and Computer Engineering, Inha University, Incheon, 22212, Michuhol-gu, South Korea.
This study introduces a GPU-accelerated framework for simulating cloth-liquid interactions, improving stability and efficiency in particle-based simulations. The new method enhances porous flow, absorption, and diffusion for realistic wet-cloth effects.
Area of Science:
- Computational physics
- Fluid dynamics simulation
- Computer graphics
Background:
- Modeling cloth-liquid interactions in particle-based simulations is computationally challenging due to coupled phenomena.
- Existing methods struggle with stability and efficiency for processes like porous flow, absorption, and diffusion.
Purpose of the Study:
- To develop a GPU-based framework for stable and efficient cloth-liquid coupling in particle simulations.
- To integrate porous flow, absorption, and diffusion into a unified Smoothed Particle Hydrodynamics (SPH) pipeline.
Main Methods:
- Utilized a virtual-pressure formulation inspired by Darcy's law for robust porous flow near boundaries.
- Implemented saturation-based mass exchange for absorption/emission and sequential redistribution for diffusion.
- Employed a Bitonic sort-based GPU hashing structure for efficient neighbor searching.
Main Results:
- The proposed hashing scheme significantly reduced sorting overhead compared to baseline GPU implementations.
- The integrated pipeline demonstrated stable wetting behavior and bounded mass variation in simulations.
- Quantitative analyses confirmed improved efficiency and scalability with increasing particle counts.
Conclusions:
- The developed framework offers an efficient and numerically stable solution for GPU-based porous cloth-liquid simulations.
- This approach advances the simulation of complex fluid-fabric interactions in computer graphics and physics.
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