Analysis of Long Molecular Dynamics Simulations Using Interactive Focus plus Context Visualization

被引:14
作者
Byska, J. [1 ,2 ]
Trautner, T. [1 ,3 ]
Marques, S. M. [4 ,5 ]
Damborsky, J. [4 ,5 ]
Kozlikova, B. [2 ]
Waldner, M. [3 ]
机构
[1] Univ Bergen, Dept Informat, Bergen, Norway
[2] Masaryk Univ, Fac Informat, Brno, Czech Republic
[3] TU Wien, Fac Informat, Vienna, Austria
[4] Masaryk Univ, Loschmidt Labs, Brno, Czech Republic
[5] St Annes Univ Hosp, Int Clin Res Ctr, Brno, Czech Republic
基金
奥地利科学基金会;
关键词
VISUAL ANALYSIS; FAST-FORWARD; MODEL;
D O I
10.1111/cgf.13701
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Analyzing molecular dynamics (MD) simulations is a key aspect to understand protein dynamics and function. With increasing computational power, it is now possible to generate very long and complex simulations, which are cumbersome to explore using traditional 3D animations of protein movements. Guided by requirements derived from multiple focus groups with protein engineering experts, we designed and developed a novel interactive visual analysis approach for long and crowded MD simulations. In this approach, we link a dynamic 3D focus+context visualization with a 2D chart of time series data to guide the detection and navigation towards important spatio-temporal events. The 3D visualization renders elements of interest in more detail and increases the temporal resolution dependent on the time series data or the spatial region of interest. In case studies with different MD simulation data sets and research questions, we found that the proposed visual analysis approach facilitates exploratory analysis to generate, confirm, or reject hypotheses about causalities. Finally, we derived design guidelines for interactive visual analysis of complex MD simulation data.
引用
收藏
页码:441 / 453
页数:13
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