Combinatorics of chemical reaction systems

12/18/2017
by   Nicolas Behr, et al.
0

We propose a concise stochastic mechanics framework for chemical reaction systems that allows to formulate evolution equations for three general types of data: the probability generating functions, the exponential moment generating functions and the factorial moment generating functions. This formulation constitutes an intimate synergy between techniques of statistical physics and of combinatorics. We demonstrate how to analytically solve the evolution equations for all six elementary types of single-species chemical reactions by either combinatorial normal-ordering techniques, or, for the binary reactions, by means of Sobolev-Jacobi orthogonal polynomials. The former set of results in particular highlights the relationship between infinitesimal generators of stochastic evolution and parametric transformations fo probability distributions. Moreover, we present exact results for generic single-species non-binary reactions, hinting at a notion of compositionality of the analytic techniques.

READ FULL TEXT
research
04/15/2019

Combinatorial Conversion and Moment Bisimulation for Stochastic Rewriting Systems

We develop a novel method to analyze the dynamics of stochastic rewritin...
research
11/30/2020

Kinetics-Informed Neural Networks

Chemical kinetics consists of the phenomenological framework for the dis...
research
12/07/2018

Output-Oblivious Stochastic Chemical Reaction Networks

We classify the functions f:N^2 →N which are stably computable by output...
research
07/04/2023

Optimal Information Encoding in Chemical Reaction Networks

Discrete chemical reaction networks formalize the interactions of molecu...
research
02/01/2015

Real-Coded Chemical Reaction Optimization with Different Perturbation Functions

Chemical Reaction Optimization (CRO) is a powerful metaheuristic which m...
research
02/26/2019

Composable computation in discrete chemical reaction networks

We study the composability of discrete chemical reaction networks (CRNs)...
research
06/04/2021

Rewriting Theory for the Life Sciences: A Unifying Theory of CTMC Semantics (Long version)

The Kappa biochemistry and the MØD organic chemistry frameworks are amon...

Please sign up or login with your details

Forgot password? Click here to reset