Computational modeling, formal analysis, and tools for systems biology

E Bartocci, P Lió - PLoS computational biology, 2016 - journals.plos.org
As the amount of biological data in the public domain grows, so does the range of modeling
and analysis techniques employed in systems biology. In recent years, a number of …

Introduction to runtime verification

E Bartocci, Y Falcone, A Francalanza… - Lectures on Runtime …, 2018 - Springer
The aim of this chapter is to act as a primer for those wanting to learn about Runtime
Verification (RV). We start by providing an overview of the main specification languages …

Specification-based monitoring of cyber-physical systems: a survey on theory, tools and applications

E Bartocci, J Deshmukh, A Donzé, G Fainekos… - Lectures on Runtime …, 2018 - Springer
Abstract The term Cyber-Physical Systems (CPS) typically refers to engineered, physical
and biological systems monitored and/or controlled by an embedded computational core …

Topological classifier for detecting the emergence of epileptic seizures

M Piangerelli, M Rucco, L Tesei, E Merelli - BMC research notes, 2018 - Springer
Objective An innovative method based on topological data analysis is introduced for
classifying EEG recordings of patients affected by epilepsy. We construct a topological …

[HTML][HTML] STL⁎: Extending signal temporal logic with signal-value freezing operator

L Brim, P Dluhoš, D Šafránek, T Vejpustek - Information and computation, 2014 - Elsevier
To express temporal properties of dense-time real-valued signals, the Signal Temporal
Logic (STL) has been defined by Maler et al. The work presented a monitoring algorithm …

Model checking of biological systems

L Brim, M Češka, D Šafránek - International School on Formal Methods for …, 2013 - Springer
Abstract Model checking together with other formal methods and techniques is being
adapted for applications to biological systems. We present a selection of approaches used …

Modelling with ANIMO: between fuzzy logic and differential equations

S Schivo, J Scholma, PE van der Vet, M Karperien… - BMC systems …, 2016 - Springer
Background Computational support is essential in order to reason on the dynamics of
biological systems. We have developed the software tool ANIMO (Analysis of Networks with …

[HTML][HTML] ECHO, the executable CHOndrocyte: A computational model to study articular chondrocytes in health and disease

S Schivo, S Khurana, K Govindaraj, J Scholma… - Cellular …, 2020 - Elsevier
Computational modeling can be used to investigate complex signaling networks in biology.
However, most modeling tools are not suitable for molecular cell biologists with little …

Visualising 2-simplex formation in metabolic reactions

M Piangerelli, S Maestri, E Merelli - Journal of Molecular Graphics and …, 2020 - Elsevier
Understanding in silico the dynamics of metabolic reactions made by a large number of
molecules has led to the development of different tools for visualising molecular interactions …

Modeling biological pathway dynamics with timed automata

S Schivo, J Scholma, B Wanders… - IEEE journal of …, 2013 - ieeexplore.ieee.org
Living cells are constantly subjected to a plethora of environmental stimuli that require
integration into an appropriate cellular response. This integration takes place through signal …