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

Author:

Zhou Xiangyang123ORCID,Liu Sinuo1234,Zeng Haokai123,Wang Xiaokun1235ORCID,Ban Xiaojuan1236

Affiliation:

1. Beijing Advanced Innovation Center for Materials Genome Engineering University of Science and Technology Beijing Beijing China

2. School of Intelligence Science and Technology University of Science and Technology Beijing Beijing China

3. Key Laboratory of Intelligent Bionic Unmanned Systems University of Science and Technology Beijing Beijing China

4. School of Computer Science Peking University Beijing China

5. National Centrefor Computer Animation Bournemouth University Poole UK

6. Institute of Materials Intelligent Technology Liaoning Academy of Materials Shenyang China

Abstract

SummaryWe 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.

Funder

Basic and Applied Basic Research Foundation of Guangdong Province

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

Wiley

Subject

Computer Graphics and Computer-Aided Design,Software

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