Markov chain models of nuclear transmutation: Part I – Theory

•Mathematical models of the individual nuclide transmutation chains were developed.•The developed models are consistent with the Bateman equations.•Time-dependent transmutation trajectory probabilities were calculated.•A method was developed to count labeled transitions in the transmutation chains.•Closed formulas were derived for D-factors and average neutron productions.