Pg. Seybold et al., SIMULATION OF FIRST-ORDER CHEMICAL-KINETICS USING CELLULAR-AUTOMATA, Journal of chemical information and computer sciences, 37(2), 1997, pp. 386-391
Citations number
49
Categorie Soggetti
Information Science & Library Science","Computer Application, Chemistry & Engineering","Computer Science Interdisciplinary Applications",Chemistry,"Computer Science Information Systems
Cellular automata are dynamical systems composed of arrays of cells th
at change their states in a discrete manner following local, but globa
lly applied, rules. It is shown that a two-dimensional asynchronous ce
llular automaton simulates both the deterministic and the stochastic f
eatures of first-order chemical kinetic processes in an especially sim
ple manner, avoiding the chore of solving either the deterministic cou
pled differential rate equations or the stochastic master equation. Pr
ocesses illustrated include first-order decay, opposing first-order re
actions, consecutive reactions. the steady-slate approximation, a rate
-limiting step, pre-equilibrium, and parallel competing reactions. The
deterministic solutions are seen to emerge as statistical averages in
the limit of large cell numbers. Some additional stochastic and stati
stical features of the solutions are examined.