TY - JOUR
T1 - Survey on Smoothed Particle Hydrodynamics and the Particle Systems
AU - Xi, Runping
AU - Luo, Zhangcai
AU - Feng, David Dagan
AU - Zhang, Yanning
AU - Zhang, Xiaopeng
AU - Han, Tianyi
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2020
Y1 - 2020
N2 - Particle techniques mainly deal with physically-based particle variations for phenomena and shapes in computer animation and geometric modeling. Typical particle techniques include smoothed particle hydrodynamics (SPH) simulation for animation and particle systems for shape modeling. SPH simulation and particle systems are meshfree methods and have been widely applied in engineering and applied sciences. Here, we provide a comprehensive survey on the recent developments, achievements, and future expectations of SPH and particle systems, with a detailed description of the classification and methods used in the field. Particularly, it has not only summarized the cutting-edge research of SPH methods and the particle systems, with a description of basic theories behind the particle system and method of the structuring mode for stimulating the irregular mode, but also proposed measures to improve the particle system. These applied methods mainly include the Lagrangian method, for simulating fluid phenomena, such as smoke, fire, explosion, wave, bubble, and free surface, which have been the focus of little attention in the past. Finally, future research directions and expectations are thoroughly discussed with the detail, acceleration, and control techniques used to meet the pressing real demand for real-time performance and flexibility.
AB - Particle techniques mainly deal with physically-based particle variations for phenomena and shapes in computer animation and geometric modeling. Typical particle techniques include smoothed particle hydrodynamics (SPH) simulation for animation and particle systems for shape modeling. SPH simulation and particle systems are meshfree methods and have been widely applied in engineering and applied sciences. Here, we provide a comprehensive survey on the recent developments, achievements, and future expectations of SPH and particle systems, with a detailed description of the classification and methods used in the field. Particularly, it has not only summarized the cutting-edge research of SPH methods and the particle systems, with a description of basic theories behind the particle system and method of the structuring mode for stimulating the irregular mode, but also proposed measures to improve the particle system. These applied methods mainly include the Lagrangian method, for simulating fluid phenomena, such as smoke, fire, explosion, wave, bubble, and free surface, which have been the focus of little attention in the past. Finally, future research directions and expectations are thoroughly discussed with the detail, acceleration, and control techniques used to meet the pressing real demand for real-time performance and flexibility.
KW - data visualization technology
KW - fluid simulation
KW - particle system
KW - Particle technique in modeling and simulation
KW - smoothed particle hydrodynamics (SPH)
UR - http://www.scopus.com/inward/record.url?scp=85077282432&partnerID=8YFLogxK
U2 - 10.1109/ACCESS.2019.2962082
DO - 10.1109/ACCESS.2019.2962082
M3 - 文献综述
AN - SCOPUS:85077282432
SN - 2169-3536
VL - 8
SP - 3087
EP - 3105
JO - IEEE Access
JF - IEEE Access
M1 - 8941044
ER -