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Rule-based multi-level modeling of cell biological systems
Background Proteins, individual cells, and cell populations denote different levels of an
organizational hierarchy, each of which with its own dynamics. Multi-level modeling is …
organizational hierarchy, each of which with its own dynamics. Multi-level modeling is …
State-space abstractions for probabilistic inference: a systematic review
Tasks such as social network analysis, human behavior recognition, or modeling
biochemical reactions, can be solved elegantly by using the probabilistic inference …
biochemical reactions, can be solved elegantly by using the probabilistic inference …
Semantics and efficient simulation algorithms of an expressive multilevel modeling language
The domain-specific modeling and simulation language ML-Rules is aimed at facilitating the
description of cell biological systems at different levels of organization. Model states are …
description of cell biological systems at different levels of organization. Model states are …
Multi-state modeling of biomolecules
Multi-state modeling of biomolecules refers to a series of techniques used to represent and
compute the behavior of biological molecules or complexes that can adopt a large number …
compute the behavior of biological molecules or complexes that can adopt a large number …
Expressive rule-based modeling and fast simulation for dynamic compartments
Compartmentalization is vital for cell biological processes. The field of rule-based stochastic
simulation has acknowledged this, and many tools and methods have capabilities for …
simulation has acknowledged this, and many tools and methods have capabilities for …
Syntax and semantics of a multi-level modeling language
The domain specific modeling and simulation language ML-Rules makes it possible to
describe cell biological systems at different levels of organization. A model is formed by …
describe cell biological systems at different levels of organization. A model is formed by …
Challenges and promises of self-adaptive simulation models
The notion of (self-) adaptation, according to J. Holland (1975), describes the process of
iterative refinement of an entity's behavior or structure to improve its performance in its …
iterative refinement of an entity's behavior or structure to improve its performance in its …
Coloured stochastic multilevel multiset rewriting
From the phosphorylation state of a molecule to the volume of a cell, parameters are
ubiquitous in systems biology. At the same time, most models involve static or dynamic …
ubiquitous in systems biology. At the same time, most models involve static or dynamic …
Nonlinear pattern matching in rule-based modeling languages
Rule-based modeling is an established paradigm for specifying simulation models of
biochemical reaction networks. The expressiveness of rule-based modeling languages …
biochemical reaction networks. The expressiveness of rule-based modeling languages …
A spatial calculus of wrapped compartments
The Calculus of Wrapped Compartments (CWC) is a recently proposed modelling language
for the representation and simulation of biological systems behaviour. Although CWC has no …
for the representation and simulation of biological systems behaviour. Although CWC has no …