Abstracting the differential semantics of rule-based models: exact and automated model reduction
Rule-based approaches (as in our own Kappa, or the BNG language, or many other
propositions allowing the consideration of" reaction classes'') offer new and more powerful …
propositions allowing the consideration of" reaction classes'') offer new and more powerful …
Lumpability abstractions of rule-based systems
The induction of a signaling pathway is characterized by transient complex formation and
mutual posttranslational modification of proteins. To faithfully capture this combinatorial …
mutual posttranslational modification of proteins. To faithfully capture this combinatorial …
Compositionality of rewriting rules with conditions
We extend the notion of compositional associative rewriting as recently studied in the rule
algebra framework literature to the setting of rewriting rules with conditions. Our …
algebra framework literature to the setting of rewriting rules with conditions. Our …
Stochastic fragments: A framework for the exact reduction of the stochastic semantics of rule-based models
In this paper, we propose an abstract interpretation-based framework for reducing the state
space of stochastic semantics for protein protein interaction networks. Our approach consists …
space of stochastic semantics for protein protein interaction networks. Our approach consists …
ODE analysis of biological systems
This chapter aims to introduce some of the basics of modeling with ODEs in biology. We
focus on computational, numerical techniques, rather than on symbolic ones. We restrict our …
focus on computational, numerical techniques, rather than on symbolic ones. We restrict our …
[HTML][HTML] Chromar, a language of parameterised agents
Modelling in biology becomes necessary when systems are complex. However, the more
complex the systems are, the harder models become to read and write. The most common …
complex the systems are, the harder models become to read and write. The most common …
Combinatorial conversion and moment bisimulation for stochastic rewriting systems
We develop a novel method to analyze the dynamics of stochastic rewriting systems
evolving over finitary adhesive, extensive categories. Our formalism is based on the so …
evolving over finitary adhesive, extensive categories. Our formalism is based on the so …
Formal reduction for rule-based models
F Camporesi, J Feret - Electronic Notes in Theoretical Computer Science, 2011 - Elsevier
Molecular biological models usually suffer from a large combinatorial explosion. Indeed,
proteins form complexes and modify each others, which leads to the formation of a huge …
proteins form complexes and modify each others, which leads to the formation of a huge …
Quantitative Refinement of Reaction Models.
One approach to modelling complex biological systems is to start from an abstract
representation of the biological process and then to incor-porate more details regarding its …
representation of the biological process and then to incor-porate more details regarding its …
Stochastic simulation of multiscale complex systems with PISKaS: A rule-based approach
T Perez-Acle, I Fuenzalida, AJM Martin… - Biochemical and …, 2018 - Elsevier
Computational simulation is a widely employed methodology to study the dynamic behavior
of complex systems. Although common approaches are based either on ordinary differential …
of complex systems. Although common approaches are based either on ordinary differential …