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

Warning

This publication doesn't include Faculty of Economics and Administration. It includes Faculty of Informatics. Official publication website can be found on muni.cz.
Authors

BYŠKA Jan TRAUTNER Thomas MARQUES Sérgio Manuel DAMBORSKÝ Jiří KOZLÍKOVÁ Barbora WALDNER Manuela

Year of publication 2019
Type Article in Periodical
Magazine / Source Computer Graphics Forum
MU Faculty or unit

Faculty of Informatics

Citation
Web http://dx.doi.org/10.1111/cgf.13701
Doi http://dx.doi.org/10.1111/cgf.13701
Keywords Molecular Visualization;Design Studies;Focus + Context Techniques
Description 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.
Related projects:

You are running an old browser version. We recommend updating your browser to its latest version.