Constructing neural network based models for simulating dynamical systems

C Legaard, T Schranz, G Schweiger, J Drgoňa… - ACM Computing …, 2023 - dl.acm.org
Dynamical systems see widespread use in natural sciences like physics, biology, and
chemistry, as well as engineering disciplines such as circuit analysis, computational fluid …

[引用][C] Principles of Cyber-Physical Systems

R Alur - 2015 - books.google.com
A foundational text that offers a rigorous introduction to the principles of design,
specification, modeling, and analysis of cyber-physical systems. A cyber-physical system …

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 …

A systematic literature review of the use of formal methods in medical software systems

S Bonfanti, A Gargantini… - Journal of Software …, 2018 - Wiley Online Library
The use of formal methods is often recommended to guarantee the provision of necessary
services and to assess the correctness of critical properties, such as functional safety …

Runtime enforcement of cyber-physical systems

S Pinisetty, PS Roop, S Smyth, N Allen… - ACM Transactions on …, 2017 - dl.acm.org
Many implantable medical devices, such as pacemakers, have been recalled due to failure
of their embedded software. This motivates rethinking their design and certification …

Model-based falsification of an artificial pancreas control system

S Sankaranarayanan, SA Kumar, F Cameron… - ACM SIGBED …, 2017 - dl.acm.org
We present a model-based falsification scheme for artificial pancreas controllers. Our
approach performs a closed-loop simulation of the control software using models of the …

A model-based approach to support validation of medical cyber-physical systems

LC Silva, HO Almeida, A Perkusich, M Perkusich - Sensors, 2015 - mdpi.com
Medical Cyber-Physical Systems (MCPS) are context-aware, life-critical systems with patient
safety as the main concern, demanding rigorous processes for validation to guarantee user …

Formal verification of a telerehabilitation system through an abstraction and refinement approach using Uppaal

F Arfi, AL Courbis, T Lambolais, F Bughin… - IET Software, 2023 - Wiley Online Library
Formal methods are proven techniques that provide a rigorous mathematical basis to
software development. In particular, they allow the quality of development to be effectively …

A reaction-diffusion heart model for the closed-loop evaluation of heart-pacemaker interaction

N Biasi, P Seghetti, M Mercati, A Tognetti - IEEE Access, 2022 - ieeexplore.ieee.org
The purpose of this manuscript is to develop a reaction-diffusion heart model for closed-loop
evaluation of heart-pacemaker interaction, and to provide a hardware setup for the …

Hybrid automata: from verification to implementation

S Bak, OA Beg, S Bogomolov, TT Johnson… - International Journal on …, 2019 - Springer
Hybrid automata are an important formalism for modeling dynamical systems exhibiting
mixed discrete–continuous behavior such as control systems and are amenable to formal …