Thomas M. Cover
IEEE Trans. Inf. Theory
Protein folding involves physical timescales - microseconds to seconds - that are too long to be studied directly by straightforward molecular dynamics simulation, where the fundamental timestep is constrained to femtoseconds. Here we show how the long-time statistical dynamics of a simple solvated biomolecular system can be well described by a discrete-state Markov chain model constructed from trajectories that are an order of magnitude shorter than the longest relaxation times of the system. This suggests that such models, appropriately constructed from short molecular dynamics simulations, may have utility in the study of long-time conformational dynamics. © 2006 Society for Industrial and Applied Mathematics.
Thomas M. Cover
IEEE Trans. Inf. Theory
Inbal Ronen, Elad Shahar, et al.
SIGIR 2009
Yvonne Anne Pignolet, Stefan Schmid, et al.
Discrete Mathematics and Theoretical Computer Science
Robert G. Farrell, Catalina M. Danis, et al.
RecSys 2012