@proceedings {38367,
	title = {MDMap: A system for data-driven layout and exploration of molecular dynamics simulations},
	year = {2011},
	month = {2011},
	type = {10.1109/BioVis.2011.6094055},
	abstract = {Contemporary molecular dynamics simulations result in a glut of simulation data, making analysis and discovery a difficult and burdensome task. We present MDMap, a system designed to summarize long-running molecular dynamics (MD) simulations. We represent a molecular dynamics simulation as a state transition graph over a set of intermediate (stable and semi-stable) states. The transitions amongst the states together with their frequencies represent the flow of a biomolecule through the trajectory space. MDMap automatically determines potential intermediate conformations and the transitions amongst them by analyzing the conformational space explored by the MD simulation. MDMap is an automated system to visualize MD simulations as state-transition diagrams, and can replace the current tedious manual layouts of biomolecular folding landscapes with an automated tool. The layout of the representative states and the corresponding transitions among them is presented to the user as a visual synopsis of the long-running MD simulation. We compare and contrast multiple presentations of the state transition diagrams, such as conformational embedding, and spectral, hierarchical, and force-directed graph layouts. We believe this system could provide a road-map for the visualization of other stochastic time-varying simulations in a variety of different domains.},
	keywords = {Biology, biomolecular, computing, data, digital, driven, DYNAMICS, exploration, folding, graph, landscapes, Layout, MDMap, method, molecular, processes, simulation, Simulations, space, state, Stochastic, THEORY, time-varying, Trajectory, transition},
	author = {Patro, R. and Ip, Cheuk Yiu and Bista, S. and Cho, S. S. and Thirumalai, D. and Varshney, Amitabh}
}
@article {38379,
	title = {Microbial oceanography in a sea of opportunity},
	journal = {NatureNature},
	volume = {459},
	year = {2009},
	type = {10.1038/nature08056},
	abstract = {Plankton use solar energy to drive the nutrient cycles that make the planet habitable for larger organisms. We can now explore the diversity and functions of plankton using genomics, revealing the gene repertoires associated with survival in the oceans. Such studies will help us to appreciate the sensitivity of ocean systems and of the ocean{\textquoteright}s response to climate change, improving the predictive power of climate models.},
	keywords = {Astronomy, astrophysics, Biochemistry, Bioinformatics, Biology, biotechnology, cancer, cell cycle, cell signalling, climate change, Computational Biology, development, developmental biology, DNA, drug discovery, earth science, ecology, environmental science, Evolution, evolutionary biology, functional genomics, Genetics, Genomics, geophysics, immunology, interdisciplinary science, life, marine biology, materials science, medical research, medicine, metabolomics, molecular biology, molecular interactions, nanotechnology, Nature, neurobiology, neuroscience, palaeobiology, pharmacology, Physics, proteomics, quantum physics, RNA, Science, science news, science policy, signal transduction, structural biology, systems biology, transcriptomics},
	isbn = {0028-0836},
	author = {Bowler, Chris and Karl, David M. and Rita R. Colwell}
}
