[HTML][HTML] Digital twin of electric vehicle battery systems: Comprehensive review of the use cases, requirements, and platforms

F Naseri, S Gil, C Barbu, E Çetkin, G Yarimca… - … and Sustainable Energy …, 2023 - Elsevier
Transportation electrification has been fueled by recent advancements in the technology
and manufacturing of battery systems, but the industry yet is facing serious challenges that …

Requirements engineering for artificial intelligence systems: A systematic map** study

K Ahmad, M Abdelrazek, C Arora, M Bano… - Information and Software …, 2023 - Elsevier
Context: In traditional software systems, Requirements Engineering (RE) activities are well-
established and researched. However, building Artificial Intelligence (AI) based software …

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 …

Simulation-based adversarial test generation for autonomous vehicles with machine learning components

CE Tuncali, G Fainekos, H Ito… - 2018 IEEE Intelligent …, 2018 - ieeexplore.ieee.org
Many organizations are develo** autonomous driving systems, which are expected to be
deployed at a large scale in the near future. Despite this, there is a lack of agreement on …

Requirements-driven test generation for autonomous vehicles with machine learning components

CE Tuncali, G Fainekos, D Prokhorov… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Autonomous vehicles are complex systems that are challenging to test and debug. A
requirements-driven approach to the development process can decrease the resources …

Backpropagation through signal temporal logic specifications: Infusing logical structure into gradient-based methods

K Leung, N Aréchiga, M Pavone - The International Journal …, 2023 - journals.sagepub.com
This paper presents a technique, named STLCG, to compute the quantitative semantics of
Signal Temporal Logic (STL) formulas using computation graphs. STLCG provides a …

A roadmap toward the resilient internet of things for cyber-physical systems

D Ratasich, F Khalid, F Geissler, R Grosu… - IEEE …, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) is a ubiquitous system connecting many different devices-the
things-which can be accessed from the distance. The cyber-physical systems (CPSs) …

What's up with requirements engineering for artificial intelligence systems?

K Ahmad, M Bano, M Abdelrazek… - 2021 IEEE 29th …, 2021 - ieeexplore.ieee.org
In traditional approaches to building software systems (that do not include an Artificial
Intelligent (AI) or Machine Learning (ML) component), Requirements Engineering (RE) …

A survey of challenges for runtime verification from advanced application domains (beyond software)

C Sánchez, G Schneider, W Ahrendt, E Bartocci… - Formal Methods in …, 2019 - Springer
Runtime verification is an area of formal methods that studies the dynamic analysis of
execution traces against formal specifications. Typically, the two main activities in runtime …

Approximation-refinement testing of compute-intensive cyber-physical models: An approach based on system identification

C Menghi, S Nejati, L Briand, YI Parache - Proceedings of the ACM/IEEE …, 2020 - dl.acm.org
Black-box testing has been extensively applied to test models of Cyber-Physical systems
(CPS) since these models are not often amenable to static and symbolic testing and …