Reaction Factoring and Bipartite Update Graphs Accelerate the Gillespie Algorithm for Large-Scale Biochemical Systems

ODE simulations of chemical systems perform poorly when some of the species have extremely low concentrations. Stochastic simulation methods, which can handle this case, have been impractical for large systems due to computational complexity. We observe, however, that when modeling complex biologica...

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Bibliographic Details
Main Authors: Indurkhya, Sagar, Beal, Jacob S.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Public Library of Science 2010
Online Access:http://hdl.handle.net/1721.1/55387
https://orcid.org/0000-0002-1663-5102
https://orcid.org/0000-0001-9595-252X