The present and future of digital health, digital medicine, and digital therapeutics for allergic diseases by He Zhang, Yang Cao, Haibo Jiang, Qilin Zhou, Qintai Yang, Lei Cheng

“…Conclusion Digital therapy will play an important role in allergic diseases, and the further development of digital therapies will effectively promote the development of clinical research, digital biomarkers, hypoallergenic environments and digital twins. More research is needed to support the progress of digital therapy for allergic diseases.…”
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Design and Implementation of BIM-Based Construction Supervision Platform for Hydraulic Engineering by YANG Chuhua, RAO Fanwei, FU Zhihao, LIAO Xiangjun

“…With the continuous promotion of high-quality development of water conservancy in the new era,it has become an inevitable trend to make full use of information technologies such as BIM,digital twins,and simulations to integrate and innovate with the water conservancy industry.In hydraulic engineering,an intelligent management system focusing on “BIM+a whole life cycle” has been gradually formed.Centering on the construction stage of hydraulic engineering,this study uses the new generation of information technologies such as BIM,big data,3S,and three-dimensional (3D) visualization to build an advanced,practical,and safe construction supervision platform for hydraulic engineering that can integrate the basic and overall construction process information resources.It is expected that the platform can greatly reduce the risks and solve the problems such as insufficient cooperation among institutions,difficult information collection,poor data sharing and consistency,and low construction management efficiency. …”
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Sustainable Additive Manufacturing: An Overview on Life Cycle Impacts and Cost Efficiency of Laser Powder Bed Fusion by Ramin Rahmani, Bashir Bashiri, Sérgio I. Lopes, Abrar Hussain, Himanshu S. Maurya, Raivo Vilu

“…Sustainable technologies could support the concepts of the factory of the future (FoF), fulfilling the requirements of digital transformation and digital twins. This overview study reveals that implementing AM—specifically SLM—has the potential to reduce the environmental impact of manufacturing. …”
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New era towards autonomous additive manufacturing: a review of recent trends and future perspectives by Haolin Fan, Chenshu Liu, Shijie Bian, Changyu Ma, Junlin Huang, Xuan Liu, Marshall Doyle, Thomas Lu, Edward Chow, Lianyi Chen, Jerry Ying Hsi Fuh, Wen Feng Lu, Bingbing Li

“…The additive manufacturing (AM) landscape has significantly transformed in alignment with Industry 4.0 principles, primarily driven by the integration of artificial intelligence (AI) and digital twins (DT). However, current intelligent AM (IAM) systems face limitations such as fragmented AI tool usage and suboptimal human-machine interaction. …”
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The Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges by Prabadevi Boopathy, Natarajan Deepa, Praveen Kumar Reddy Maddikunta, Nancy Victor, Thippa Reddy Gadekallu, Gokul Yenduri, Wei Wang, Quoc-Viet Pham, Thien Huynh-The, Madhusanka Liyanage

“…In this review, we present an overview of the metaverse and Industry 5.0, focusing on key technologies that enable the industrial metaverse, including virtual and augmented reality, 3D modeling, artificial intelligence, edge computing, digital twins, blockchain, and 6G communication networks. …”
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Metasurface-enabled multifunctional single-frequency sensors without external power by Masaya Tashiro, Kosuke Ide, Kosei Asano, Satoshi Ishii, Yuta Sugiura, Akira Uchiyama, Hiroki Wakatsuchi

“…Abstract IoT sensors are crucial for visualizing multidimensional and multimodal information and enabling future IT applications/services such as cyber-physical spaces, digital twins, autonomous driving, smart cities and virtual/augmented reality (VR or AR). …”
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RETRACTED: Robot Path Planning Method Based on Indoor Spacetime Grid Model by Huangchuang Zhang, Qingjun Zhuang, Ge Li

“…In the context of digital twins, smart city construction and artificial intelligence technology are developing rapidly, and more and more mobile robots are performing tasks in complex and time-varying indoor environments, making, at present, the unification of modeling, dynamic expression, visualization of operation, and wide application between robots and indoor environments a pressing problem to be solved. …”
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Effective Underground Facilities Management in Virtual Reality by Applying a Cybersickness Reduction Technique Based on a Four-Degree-of-Freedom Motion Simulator by Namkyoo Kang, Sang-Woo Seo, Woo-Sug Jung, Jongchan Lee, Yong-Tae Lee

“…To address these, we developed an effective VR-based UUT management training simulator, integrating digital twins with a multi-degree-of-freedom (DoF) motion platform to provide an immersive, cybersickness-reducing experience. …”
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Cybersecurity Solutions for Industrial Internet of Things–Edge Computing Integration: Challenges, Threats, and Future Directions by Tamara Zhukabayeva, Lazzat Zholshiyeva, Nurdaulet Karabayev, Shafiullah Khan, Noha Alnazzawi

“…The review emphasizes the integration of advanced security technologies, including machine learning (ML), federated learning (FL), blockchain, blockchain–ML, deep learning (DL), encryption, cryptography, IT/OT convergence, and digital twins, as essential for enhancing the security and real-time data protection of CPS in IIoT–edge computing. …”
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Digital maturity of the Russian metallurgical industry: drivers and challenges of growth in new geopolitical conditions. Part II. Key directions of digital transformation by I. S. Prokhorova, V. S. Ustinov, A. V. Elkhova

“…The key areas of digital transformation are digital twins, machine vision and artificial intelligence, the creation of metal products and secondary raw materials marketplaces, which corresponds to the global digitalization trend. …”
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Physics-Informed Neural Network for modeling and predicting temperature fluctuations in proton exchange membrane electrolysis by Islam Zerrougui, Zhongliang Li, Daniel Hissel

“…This synergy of physics knowledge and data-driven learning opens new pathways towards real-time digital twins, enhanced predictive control, and improved reliability for PEM electrolysis and other complex, data-scarce energy systems.…”
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Data-Driven Technologies for Energy Optimization in Smart Buildings: A Scoping Review by Joy Dalmacio Billanes, Zheng Grace Ma, Bo Nørregaard Jørgensen

“…The key technologies identified included big data analytics, Artificial Intelligence, Machine Learning, the Internet of Things, Wireless Sensor Networks, Edge and Cloud Computing, Blockchain, Digital Twins, and Geographic Information Systems. Energy optimization is further achieved through integrating renewable energy resources and advanced energy management systems, such as Home Energy Management Systems and Building Energy Management Systems. …”
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A Deep Curriculum Learning Semi-Supervised Framework for Remote Sensing Scene Classification by Qing Zhang, Jialu Chen, Baohua Yuan

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Thermo-mechanical response of aluminum alloy in the additive friction-stir deposition process by Chowdhury Sadid Alam, Vahid Karami, Shengmin Guo, M Shafiqur Rahman

“…Ultimately, this advancement contributes to the progression of solid-state AM techniques and development of digital twins by streamlining the process with scalability, multifunctionality, and a variety of material selections.…”
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Multicellular model of neuroblastoma proposes unconventional therapy based on multiple roles of p53. by Kenneth Y Wertheim, Robert Chisholm, Paul Richmond, Dawn Walker

“…The multicellular model has the advantages of modularity, high resolution, and scalability, making it a potential foundation for creating digital twins of neuroblastoma patients.…”
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Quality control of instruments for measuring the characteristics of bactericidal UV radiation by O. A. Minaeva, A. V. Ragutkin, S. I. Anevsky, R. V. Minaev, Th. T. Minh, I. A. Romanova

“…An important role is played by computer models and digital twins of measuring instruments based on the results of studies of the metrological characteristics of radiometers by means of software. …”
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Application of photogrammetry and laser scanner on the Bronze Age structures of the Castillejos de Luna cist tomb necropolis (Pizarra, Spain) by Alejandro Muñoz-Muñoz, Diego Fernández-Sánchez, Eduardo Vijande-Vila, Serafín Becerra-Martín, Juan Jesús Cantillo-Duarte, Salvador Domínguez-Bella, Virgilio Martínez Enamorado, Francisca Rengel Castro, Pedro Cantalejo Duarte, María del Mar Espejo-Herrerías, José Suárez-Padilla, Juan Antonio Martín-Ruiz, José Ramos-Muñoz

“…Thanks to these tools, it is possible to carry out studies on digital twins and use them as informative material for society. …”
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MFFTNet: A Novel 3D Point Cloud Segmentation Network Based on Multi-Scale Feature Fusion and Transformer Architecture by Hao Bai, Xiongwei Li, Qing Meng, Shulong Zhuo, Lili Yan

“…Intelligent analysis of 3D point clouds has become a frontier in emerging fields such as autonomous driving, digital twins, and the metaverse. Precise segmentation of 3D point clouds is particularly important within these domains; however, it faces several challenges: <xref ref-type="disp-formula" rid="deqn1">(1)</xref> point cloud data inherently lacks structured topological information; <xref ref-type="disp-formula" rid="deqn2">(2)</xref> point cloud shapes are complex and highly variable, making it difficult to utilize semantic priors; and <xref ref-type="disp-formula" rid="deqn3-deqn6">(3)</xref> the sampling process of point clouds may result in sparse and uneven data. …”
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Hybrid Modeling of an Induction Machine to Support Bearing Diagnostics by Praneet Amitabh, Dimitar Bozalakov, Frederik De Belie

“…The aim is to develop an accurate and efficient model, akin to digital twins, which have the potential for real-time operation. …”
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Reflections and trajectories for interdisciplinary research on the energy transition by Cesare Sposito, Francesca Scalisi

“…In that case, the vast existing real estate heritage is an area in which it is possible to intervene effectively, even where it has a historical and cultural value, using tools such as digital twins or analysis methodologies capable of assessing ex-ante the impacts on the ecosystem and prefigure scenarios for cities, buildings and production processes aimed at sustainable development and compatible with the urgent objectives set for 2030 and 2050. …”
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