From: Review of stochastic hybrid systems with applications in biological systems modeling and analysis
Application area | Papers | Modeling mechanism | Main goal |
---|---|---|---|
Gene regulation | [53] | Ordinary Differential Equation and Markov Chain controlled switching | Response of a population of cancer cells to various drugs |
 | [54] | Ordinary Differential Equation and Markov Chain controlled switching | Subtilin Production modeling in Bacillus subtilis |
 | Ordinary Differential Equation and Markov Chain controlled switching | Parameter Identification | |
 | [58] | Ordinary Differential Equation and Markov Chain | Lactose Regulation System of Escherichia Coli modeling |
 | [59] | Ordinary Differential Equation and Probabilistic Transitions | Estimation of low order statistics |
DNA replication | [60] | Ordinary Differential Equation, Guarded Transition and Probabilistic Firing Time | Simulation of full genome DNA replication |
 | [61] | Ordinary Differential Equation, Guarded Transition and Probabilistic Firing Time | Verification of SHS |
Sugar cataract development | Stochastic Differential Equation, Guarded and Probabilistic Transitions | Performance of simulation techniques | |
 | [64] | Stochastic Differential Equation, Guarded and Probabilistic Transitions | Probabilistic verification for reachability analysis |
Biodiesel production system | [65] | Stochastic Differential Equation and Guarded Transition | Probabilistic verification for reachability analysis |
Glycolysis | [66] | Stochastic Differential Equation, Guarded and Probabilistic Transitions | Reachability analysis of a SHS model |
Population biology | [67] | Ordinary Differential Equation and Markov Processes | Moment Closure Techniques Comparison |
Others | misc | misc |