[HTML][HTML] Digital twin of electric vehicle battery systems: Comprehensive review of the use cases, requirements, and platforms
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 …
and manufacturing of battery systems, but the industry yet is facing serious challenges that …
Requirements engineering for artificial intelligence systems: A systematic map** study
Context: In traditional software systems, Requirements Engineering (RE) activities are well-
established and researched. However, building Artificial Intelligence (AI) based software …
established and researched. However, building Artificial Intelligence (AI) based software …
Introduction to runtime verification
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 …
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
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 …
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
Autonomous vehicles are complex systems that are challenging to test and debug. A
requirements-driven approach to the development process can decrease the resources …
requirements-driven approach to the development process can decrease the resources …
Backpropagation through signal temporal logic specifications: Infusing logical structure into gradient-based methods
This paper presents a technique, named STLCG, to compute the quantitative semantics of
Signal Temporal Logic (STL) formulas using computation graphs. STLCG provides a …
Signal Temporal Logic (STL) formulas using computation graphs. STLCG provides a …
A roadmap toward the resilient internet of things for cyber-physical systems
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) …
things-which can be accessed from the distance. The cyber-physical systems (CPSs) …
What's up with requirements engineering for artificial intelligence systems?
In traditional approaches to building software systems (that do not include an Artificial
Intelligent (AI) or Machine Learning (ML) component), Requirements Engineering (RE) …
Intelligent (AI) or Machine Learning (ML) component), Requirements Engineering (RE) …
A survey of challenges for runtime verification from advanced application domains (beyond software)
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 …
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
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 …
(CPS) since these models are not often amenable to static and symbolic testing and …