Rule-based multi-level modeling of cell biological systems

C Maus, S Rybacki, AM Uhrmacher - BMC systems biology, 2011 - Springer
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 …

State-space abstractions for probabilistic inference: a systematic review

S Lüdtke, M Schröder, F Krüger, S Bader… - Journal of Artificial …, 2018 - jair.org
Tasks such as social network analysis, human behavior recognition, or modeling
biochemical reactions, can be solved elegantly by using the probabilistic inference …

Semantics and efficient simulation algorithms of an expressive multilevel modeling language

T Helms, T Warnke, C Maus… - ACM Transactions on …, 2017 - dl.acm.org
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 …

Multi-state modeling of biomolecules

MI Stefan, TM Bartol, TJ Sejnowski… - PLoS computational …, 2014 - journals.plos.org
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 …

Expressive rule-based modeling and fast simulation for dynamic compartments

T Köster, P Henning, T Warnke, A Uhrmacher - Plos one, 2024 - journals.plos.org
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 …

Syntax and semantics of a multi-level modeling language

T Warnke, T Helms, AM Uhrmacher - … of the 3rd ACM SIGSIM Conference …, 2015 - dl.acm.org
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 …

Challenges and promises of self-adaptive simulation models

AM Uhrmacher, P Wilsdorf, JN Kreikemeyer - SIMULATION, 2024 - journals.sagepub.com
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 …

Coloured stochastic multilevel multiset rewriting

N Oury, GD Plotkin - Proceedings of the 9th International Conference on …, 2011 - dl.acm.org
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 …

Nonlinear pattern matching in rule-based modeling languages

T Warnke, AM Uhrmacher - … Methods in Systems Biology: 19th International …, 2021 - Springer
Rule-based modeling is an established paradigm for specifying simulation models of
biochemical reaction networks. The expressiveness of rule-based modeling languages …

A spatial calculus of wrapped compartments

L Bioglio, C Calcagno, M Coppo, F Damiani… - arxiv preprint arxiv …, 2011 - arxiv.org
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 …