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

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Publikace nespadá pod Ekonomicko-správní fakultu, ale pod Fakultu informatiky. Oficiální stránka publikace je na webu muni.cz.
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BYŠKA Jan TRAUTNER Thomas MARQUES Sérgio Manuel DAMBORSKÝ Jiří KOZLÍKOVÁ Barbora WALDNER Manuela

Rok publikování 2019
Druh Článek v odborném periodiku
Časopis / Zdroj Computer Graphics Forum
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
www http://dx.doi.org/10.1111/cgf.13701
Doi http://dx.doi.org/10.1111/cgf.13701
Klíčová slova Molecular Visualization;Design Studies;Focus + Context Techniques
Popis 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.
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