A lattice boltzmann method for fast and accurate fluid simulation = 빠르고 정확한 유체 시뮬레이션을 위한 격자 볼츠만 방법

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Fluids such as gases, fires, rains, and waters are essential parts for real-world scenes surrounding us. For the last two decades, visual fluid simulation has drawn great attentions in computer graphics. Well-developed techniques in computational fluid dynamics(CFD) have been adapted to creation of visual effects for feature films, television programs, and video games. Physically-based fluid animation is typically done by numerically solving the Navier-Stokes equations. In addition, a level set method is adopted to capture the time-varying interface between water and air. In the thesis, we introduce an approach to fluid simulation, by combining existing techniques. We address three issues: computational efficiency, interface capturing, and image synthesis. For computational efficiency, an LBM~(lattice Boltzmann method) is adopted as a numerical scheme for solving the Navier-Stokes equations. We adopt a stable LBM which can be applied to fluids of low viscosity. We also employ a unified method to handle a variety of boundary conditions. A diffuse-interface method is introduced to accurately capture the interface between multiphase flows. Unlike conventional level set methods, our method does not require a reinitialization process. Moreover, no fictitious particles are necessary for volume conservation. Given a still picture, TIP~(tour into the picture) generates a walk-through animation of a 3D scene reconstructed from the picture. We deal with water surface reflection while allowing foreground objects to move. Provided with a set of points on background objects and their corresponding points on the water surface, a non-linear optimization problem is solved for the 3D scene parameters with respect to the camera position, to automatically construct a reasonable 3D scene model. To synthesize a stream of reflected images on the water surface in accordance with the camera movement, we propose a novel image-based approach, which makes the best of the lim...
Advisors
Shin, Sung-Yongresearcher신성용researcherNoh, Jun-Yongresearcher노준용researcher
Description
한국과학기술원 : 전산학전공,
Publisher
한국과학기술원
Issue Date
2007
Identifier
268747/325007  / 020015127
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 전산학전공, 2007. 8, [ vii, 55 ]

Keywords

fluid simulation; lattice Boltzmann method; interface capture; Cahn-Hilliard eqnation; 유체 시뮬레이션; 격자 볼츠만 방법; 경계 포착; 칸-힐리어드 방정식; fluid simulation; lattice Boltzmann method; interface capture; Cahn-Hilliard eqnation; 유체 시뮬레이션; 격자 볼츠만 방법; 경계 포착; 칸-힐리어드 방정식

URI
http://hdl.handle.net/10203/33240
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=268747&flag=dissertation
Appears in Collection
CS-Theses_Ph.D.(박사논문)
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