Deep learning for security in digital twins of cooperative intelligent transportation systems

Z Lv, Y Li, H Feng, H Lv - IEEE transactions on intelligent …, 2021 - ieeexplore.ieee.org
The purpose is to solve the security problems of the Cooperative Intelligent Transportation
System (CITS) Digital Twins (DTs) in the Deep Learning (DL) environment. The DL algorithm …

Big data analysis of the internet of things in the digital twins of smart city based on deep learning

X Li, H Liu, W Wang, Y Zheng, H Lv, Z Lv - Future Generation Computer …, 2022 - Elsevier
… The emergence of the digital twins (DTs) Internet of things (IoT) makes the construction of …
mapping between digital elements and urban physical space, but also use digital management …

Digital twins in human understanding: A deep learning-based method to recognize personality traits

J Sun, Z Tian, Y Fu, J Geng, C Liu - International Journal of …, 2021 - Taylor & Francis
Digital twin applications focus on smart manufacturing systems. Meanwhile, … as digital
twin models by observing users’ posting content and liking behavior. A multitask learning deep

Deep digital twins for detection, diagnostics and prognostics

W Booyse, DN Wilke, S Heyns - Mechanical Systems and Signal …, 2020 - Elsevier
deep learning, to construct a Deep Digital Twin (DDT) of a real world asset from sensor data.
The proposed DDT which is trained only on healthy data, aims to learn a … digital twin of the …

An investigation for integration of deep learning and digital twins towards Construction 4.0

M Kor, I Yitmen, S Alizadehsalehi - Smart and Sustainable Built …, 2023 - emerald.com
… The purpose of this paper is to investigate the potential integration of deep learning (DL)
and digital twins (DT), referred to as (DDT), to facilitate Construction 4.0 through an exploratory …

Secure deep learning in defense in deep-learning-as-a-service computing systems in digital twins

Z Lv, D Chen, B Cao, H Song… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
While Digital Twins (DTs) bring convenience to city managers, they also generate new
challenges to city network security. Currently, cyberspace security becomes increasingly …

Integrating digital twins and deep learning for medical image analysis in the era of COVID-19

I Ahmed, M Ahmad, G Jeon - Virtual Reality & Intelligent Hardware, 2022 - Elsevier
… The collected data from X-rays machines are analyzed using deep learning. In the digital
twin, the number or population data is increased and collected for preceding patients; this …

Digital twins in solar farms: An approach through time series and deep learning

K Arafet, R Berlanga - Algorithms, 2021 - mdpi.com
… the Digital Twin of a system through the analysis of time series and through the application
of Deep Learning … To obtain the Digital Twin, an approach based on deep learning using …

Deep learning for assessment of environmental satisfaction using BIM big data in energy efficient building digital twins

W Wang, H Guo, X Li, S Tang, J Xia, Z Lv - … Energy Technologies and …, 2022 - Elsevier
… Energy efficient Building Digital Twins (BDTs) are researched using Building … of Digital
Twins (DTs). DTs in buildings can be regarded as an expression of “BIM+,” born to digital

Cloud-based digital twinning for structural health monitoring using deep learning

HV Dang, M Tatipamula… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… with the help of digital design packages such as 3-D … digital data related to structures and
infrastructures. With these advances, this article presents a concept of cloud based digital twin