Digital twin technology challenges and applications: A comprehensive review

DM Botín-Sanabria, AS Mihaita, RE Peimbert-García… - Remote Sensing, 2022 - mdpi.com
A digital twin is a virtual representation of a physical object or process capable of collecting
information from the real environment to represent, validate and simulate the physical twin's …

A survey of contrastive and counterfactual explanation generation methods for explainable artificial intelligence

I Stepin, JM Alonso, A Catala, M Pereira-Fariña - IEEE Access, 2021 - ieeexplore.ieee.org
A number of algorithms in the field of artificial intelligence offer poorly interpretable
decisions. To disclose the reasoning behind such algorithms, their output can be explained …

The role of ai, machine learning, and big data in digital twinning: A systematic literature review, challenges, and opportunities

MM Rathore, SA Shah, D Shukla, E Bentafat… - IEEE …, 2021 - ieeexplore.ieee.org
Digital twinning is one of the top ten technology trends in the last couple of years, due to its
high applicability in the industrial sector. The integration of big data analytics and artificial …

Networking architecture and key supporting technologies for human digital twin in personalized healthcare: A comprehensive survey

J Chen, C Yi, SD Okegbile, J Cai… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Digital twin (DT), referring to a promising technique to digitally and accurately represent
actual physical entities, has attracted explosive interests from both academia and industry …

Review and perspectives on driver digital twin and its enabling technologies for intelligent vehicles

Z Hu, S Lou, Y **ng, X Wang, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Digital Twin (DT) is an emerging technology and has been introduced into intelligent driving
and transportation systems to digitize and synergize connected automated vehicles …

[HTML][HTML] Exploring the revolution in healthcare systems through the applications of digital twin technology

A Haleem, M Javaid, RP Singh, R Suman - Biomedical Technology, 2023 - Elsevier
Digital Twin is a virtual replica of an item that is gaining traction in several sectors. This
technology is creating significant advancements in the field of healthcare. A machine or a …

A probabilistic graphical model foundation for enabling predictive digital twins at scale

MG Kapteyn, JVR Pretorius, KE Willcox - Nature Computational …, 2021 - nature.com
A unifying mathematical formulation is needed to move from one-off digital twins built
through custom implementations to robust digital twin implementations at scale. This work …

Impactful digital twin in the healthcare revolution

H Hassani, X Huang, S MacFeely - Big Data and Cognitive Computing, 2022 - mdpi.com
Over the last few decades, our digitally expanding world has experienced another significant
digitalization boost because of the COVID-19 pandemic. Digital transformations are …

Artificial intelligence (AI) and big data for coronavirus (COVID-19) pandemic: a survey on the state-of-the-arts

QV Pham, DC Nguyen, T Huynh-The, WJ Hwang… - IEEE …, 2020 - ieeexplore.ieee.org
The very first infected novel coronavirus case (COVID-19) was found in Hubei, China in Dec.
2019. The COVID-19 pandemic has spread over 214 countries and areas in the world, and …

Digital twin empowered wireless healthcare monitoring for smart home

J Chen, W Wang, B Fang, Y Liu, K Yu… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
The dramatic progresses of wireless technologies and wearable devices have significantly
promoted the development and popularity of smart home, while digital twin (DT) emerges as …