AI Simulation by Digital Twins: Systematic Survey of the State of the Art and a Reference Framework

X Liu, I David - Proceedings of the ACM/IEEE 27th International …, 2024 - dl.acm.org
Insufficient data volume and quality are particularly pressing challenges in the adoption of
modern subsymbolic AI. To alleviate these challenges, AI simulation recommends …

A Survey of Federative Approaches for Model Management in MBSE

M Amrani, R Mittal, M Goulão, V Amaral… - Proceedings of the …, 2024 - dl.acm.org
Model-based Systems Engineering (MBSE) advocates the use of models in every stage of
development, leading to large number of models that need coordination, collaboration, and …

Driving Requirements Evolution by Engineers' Opinions

K Dagenais, I David - Proceedings of the ACM/IEEE 27th International …, 2024 - dl.acm.org
Requirements are often incomplete or imprecise. Especially when innovation is a
pronounced aspect of product development, sufficiently refined requirements can only be …

A road-map to Readily Available Early Validation & Verification of System Behaviour in Model-Based Systems Engineering using Software Engineering Best Practices

J Cederbladh, A Cicchetti, R Jongeling - ACM Transactions on Software …, 2024 - dl.acm.org
In this article we discuss how we can facilitate the growing need for early validation and
verification (V&V) of system behaviour in Model-Based Systems Engineering (MBSyE) …

Interoperability of Digital Twins: Challenges, Success Factors, and Future Research Directions

I David, G Shao, C Gomes, D Tilbury… - … Symposium on Leveraging …, 2024 - Springer
The widespread adoption of digital twins gave rise to emerging systems of interconnected
digital twins, often dubbed aggregated or hierarchical digital twins. In such emerging …

[PDF][PDF] AI Simulation by Digital Twins

X Liu, I David - ACM/IEEE International Conference on Model Driven …, 2024 - xiaoranliu.com
Insufficient data volume and quality are particularly pressing challenges in the adoption of
modern subsymbolic AI. To alleviate these challenges, AI simulation recommends …

Towards Ontological Service-Driven Engineering of Digital Twins

B Oakes, C Gomes, E Kamburjan, G Abbiati… - Proceedings of the …, 2024 - dl.acm.org
The systematic engineering of Digital Twins (DTs) requires the establishment of clear
methodologies supported by intelligent tooling. We propose an approach to guide the user …

Modelling and simulation-based evaluation of twinning architectures and their deployment

R Paredis, H Vangheluwe - Proceedings of the 14th …, 2024 - repository.uantwerpen.be
Abstract The Twinning paradigm–subsuming Digital Models, Digital Shadows and Digital
Twins–is a powerful enabler for analyzing, verifying, deploying and maintaining complex …

Model Management at Renault Virtual Simulation Team: State of Practice, Challenges and Research Directions

Y Hallak, D Blouin, L Pautet, L Saab, B Laborie… - Proceedings of the …, 2024 - dl.acm.org
In the automotive industry, new systems are being developed to enhance vehicle safety and
driver convenience. These systems are increasingly complex to build and maintain. To …