基于空间几何特征的高效高精度目标驱动流体模拟

IF 0.9 4区 计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Computer Animation and Virtual Worlds Pub Date : 2023-08-22 DOI:10.1002/cav.2202
Xiangyang Zhou, Sinuo Liu, Haokai Zeng, Xiaokun Wang, Xiaojuan Ban
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引用次数: 0

摘要

我们提出了一种新的目标驱动流体模拟方法,该方法基于从目标形状的空间几何特征导出的加权控制模型。首先,考虑目标模型的空间几何特征来设置控制粒子的色场权重。这使得目标模型的几何特征得以充分表达,并提高了受控流体的形状精度。然后,在驱动约束下控制流体以形成目标形状,其中我们提出了一种新的自适应约束机制,该机制能够有效地生成目标形状。最后,在控制粒子和受控流体粒子之间提出了一种新的密度约束,以确保流体在控制过程中的不可压缩性。与最先进的目标驱动流体控制方法相比,我们的方法以更高的效率实现了更高精度的流体控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Efficient and high precision target-driven fluid simulation based on spatial geometry features

We proposed a novel target-driven fluid simulation method based on the weighted control model derived from the spatial geometric features of the target shape. First, the spatial geometric characteristics of the target model are taken into account to set the color field weights of control particles. This enabled the full expression of geometric characteristics of the target model, and improve the shape accuracy of controlled fluid. Then, the fluid is controlled to form the target shape under driving constraints, wherein we proposed a new adaptive constraint mechanism that enables efficient target shape generation. Finally, a new density constraint between the control particles and the controlled fluid particles is proposed to ensure the incompressibility of fluid during control. Compared to the state-of-the-art target-driven fluid control methods, our method achieves higher precision fluid control with higher efficiency.

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来源期刊
Computer Animation and Virtual Worlds
Computer Animation and Virtual Worlds 工程技术-计算机:软件工程
CiteScore
2.20
自引率
0.00%
发文量
90
审稿时长
6-12 weeks
期刊介绍: With the advent of very powerful PCs and high-end graphics cards, there has been an incredible development in Virtual Worlds, real-time computer animation and simulation, games. But at the same time, new and cheaper Virtual Reality devices have appeared allowing an interaction with these real-time Virtual Worlds and even with real worlds through Augmented Reality. Three-dimensional characters, especially Virtual Humans are now of an exceptional quality, which allows to use them in the movie industry. But this is only a beginning, as with the development of Artificial Intelligence and Agent technology, these characters will become more and more autonomous and even intelligent. They will inhabit the Virtual Worlds in a Virtual Life together with animals and plants.
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