Visualization Techniques for Large-Scale Monte Carlo Simulation

被引：0

作者：

Perry, Vincent ^{[1
]}

Gao, Wendy ^{[2
]}

Chen, Michael ^{[1
]}

Barton, J. Michael ^{[1
]}

Su, Simon ^{[1
]}

机构：

[1] US Army Res Lab, Aberdeen Proving Ground, MD 21005 USA

[2] Univ Maryland Baltimore Cty, Baltimore, MD 21228 USA

来源：

2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) | 2019年

关键词：

Monte Carlo; simulation; high performance computing; in situ; virtual reality;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present multiple modes of visualizing a large-scale Monte Carlo simulation. Due to disparity of the data, there is no one best visualization technique to understand the results of the simulation. By connecting the visualization methods directly to the simulation, we are able to visually analyze the simulation as it occurs in real time. This includes viewing the parameters of the model, the relationships among variables, and the 3D environment in which the simulation takes place. Furthermore, these environments may be coordinated for one seamless visual analytic experience.

引用

页码：3984 / 3991

页数：8

共 50 条

[1] Practical techniques for large-scale Monte Carlo reactor depletion calculatons
Griesheimer, David P.
Carpenter, David C.
Stedry, Mark H.
PROGRESS IN NUCLEAR ENERGY, 2017, 101 : 409 - 423
[2] Experimental simulation of large-scale bioreactor environments using a Monte Carlo method
Namdev, Pradyumna K., 1600, (69):
[3] Efficient Modeling Methods of Large-scale Model for Monte Carlo Transport Simulation
Qin, Guiming
Ma, Yan
Fu, Yuanguang
25. INTERNATIONAL CONFERENCE IN CENTRAL EUROPE ON COMPUTER GRAPHICS, VISUALIZATION AND COMPUTER VISION (WSCG 2017), 2017, 2701 : 71 - 76
[4] Appraising large-scale technically unique industrial facilities: An application of Monte Carlo techniques
Dean, S
Fishbeck, P
VALUATION 2000: PAPERS AND PROCEEDINGS, 2000, : 155 - 166
[5] Monte Carlo techniques to analyse the electrical mismatch losses in large-scale photovoltaic generators
Iannone, F
Noviello, G
Sarno, A
SOLAR ENERGY, 1998, 62 (02) : 85 - 92
[6] A Monte Carlo algorithm for large-scale magnetic simulations
Ziolkowski, Grzegorz
Chrobak, Artur
Chrobak, Dariusz
ENGINEERING COMPUTATIONS, 2025,
[7] A Monte Carlo technique for large-scale dynamic tomography
Butala, Mark D.
Frazin, Richard A.
Chen, Yuguo
Kamalabadi, Farzad
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PTS 1-3, PROCEEDINGS, 2007, : 1217 - +
[8] Entropic effects in large-scale Monte Carlo simulations
Predescu, Cristian
PHYSICAL REVIEW E, 2007, 76 (01):
[9] Hybrid-optimization strategy for the communication of large-scale Kinetic Monte Carlo simulation
Wu, Baodong
Li, Shigang
Zhang, Yunquan
Nie, Ningming
COMPUTER PHYSICS COMMUNICATIONS, 2017, 211 : 113 - 123
[10] Parallel computing for lattice Monte Carlo simulation of large-scale thin film growth
Shu, JW
Zheng, WM
Lu, Q
Huang, HC
Wong, WO
SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES, 2002, 45 (02): : 103 - 110

← 1 2 3 4 5 →