Statistical model checking: An overview

A Legay, B Delahaye, S Bensalem - International conference on runtime …, 2010 - Springer
Quantitative properties of stochastic systems are usually specified in logics that allow one to
compare the measure of executions satisfying certain temporal properties with thresholds …

A survey of statistical model checking

G Agha, K Palmskog - ACM Transactions on Modeling and Computer …, 2018 - dl.acm.org
Interactive, distributed, and embedded systems often behave stochastically, for example,
when inputs, message delays, or failures conform to a probability distribution. However …

Design automation in synthetic biology

E Appleton, C Madsen, N Roehner… - Cold Spring Harbor …, 2017 - cshperspectives.cshlp.org
Design automation refers to a category of software tools for designing systems that work
together in a workflow for designing, building, testing, and analyzing systems with a target …

Stochastic model checking

M Kwiatkowska, G Norman, D Parker - … School on Formal Methods for the …, 2007 - Springer
This tutorial presents an overview of model checking for both discrete and continuous-time
Markov chains (DTMCs and CTMCs). Model checking algorithms are given for verifying …

The ins and outs of the probabilistic model checker MRMC

JP Katoen, IS Zapreev, EM Hahn, H Hermanns… - Performance …, 2011 - Elsevier
The Markov Reward Model Checker (MRMC) is a software tool for verifying properties over
probabilistic models. It supports PCTL and CSL model checking, and their reward …

Petri nets for systems and synthetic biology

M Heiner, D Gilbert, R Donaldson - … school on formal methods for the …, 2008 - Springer
We give a description of a Petri net-based framework for modelling and analysing
biochemical pathways, which unifies the qualitative, stochastic and continuous paradigms …

A bayesian approach to model checking biological systems

SK Jha, EM Clarke, CJ Langmead, A Legay… - … Methods in Systems …, 2009 - Springer
Recently, there has been considerable interest in the use of Model Checking for Systems
Biology. Unfortunately, the state space of stochastic biological models is often too large for …

UPPAAL-SMC: Statistical model checking for priced timed automata

P Bulychev, A David, KG Larsen, M Mikučionis… - arxiv preprint arxiv …, 2012 - arxiv.org
This paper offers a survey of uppaalsmc, a major extension of the real-time verification tool
uppaal. uppaalsmc allows for the efficient analysis of performance properties of networks of …

Statistical model checking for cyber-physical systems

EM Clarke, P Zuliani - … symposium on automated technology for verification …, 2011 - Springer
Abstract Statistical Model Checking is useful in situations where it is either inconvenient or
impossible to build a concise representation of the global transition relation. This happens …

Model checking probabilistic systems

C Baier, L de Alfaro, V Forejt… - Handbook of Model …, 2018 - Springer
The model-checking approach was originally formulated for verifying qualitative properties
of systems, for example safety and liveness (see Chap. 2), and subsequently extended to …