ExaViz: a flexible framework to analyse, steer and interact with molecular dynamics simulations.
Matthieu Dreher1, Jessica Prevoteau-Jonquet, Mikael Trellet
1INRIA, LIG, France. Marc.Baaden@ibpc.fr.
The ExaViz framework processes molecular dynamics simulation data during computation, reducing I/O stress and enabling real-time analysis and interaction. This approach facilitates easier post-processing and visualization of complex molecular systems.
Area of Science:
- Computational biology
- Molecular dynamics simulations
- Scientific visualization
Background:
- Large-scale molecular dynamics simulations generate massive datasets, overwhelming traditional offline analysis methods and supercomputer I/O capabilities.
- Current post-processing and analysis workflows are cumbersome, requiring significant data storage and remote handling from scientists' offices.
Purpose of the Study:
- To introduce the ExaViz framework, an alternative approach for analyzing, steering, and interacting with molecular dynamics simulations.
- To enable in-situ data processing, reducing the volume of saved data and alleviating I/O bottlenecks.
Main Methods:
- Coupling molecular dynamics simulations with analysis tools for real-time data processing at the source.
- Developing interactive and batch session capabilities for diverse simulation lengths.
- Integrating visualization tools, haptic devices, and immersive CAVE-like environments for user interaction.
Main Results:
- ExaViz processes data close to its creation, generating smaller, pre-processed datasets.
- The framework supports both live and batch simulation sessions with real-time analysis and steering.
- Interactive sessions allow users to visualize molecular systems, display analysis plots, and control simulations using haptic devices.
Conclusions:
- ExaViz offers an efficient alternative to traditional offline analysis for large-scale molecular dynamics simulations.
- The framework enhances user interaction and data management, improving the analysis workflow.
- Immersive environments can further leverage ExaViz for intuitive navigation and visualization of complex molecular data.
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