Advancements in Physics-Informed Neural Networks for Laminated Composites: A Comprehensive Review by Salman Khalid, Muhammad Haris Yazdani, Muhammad Muzammil Azad, Muhammad Umar Elahi, Izaz Raouf, Heung Soo Kim

“…Physics-Informed Neural Networks (PINNs) integrate physics principles with machine learning, offering innovative solutions for complex modeling challenges. …”
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The combined use of scRNA-seq and network propagation highlights key features of pan-cancer Tumor-Infiltrating T cells. by Adèle Mangelinck, Elodie Molitor, Ibtissam Marchiq, Lamine Alaoui, Matthieu Bouaziz, Renan Andrade-Pereira, Hélène Darville, Etienne Becht, Céline Lefebvre

“…The combined use of single cell transcriptomics and network propagation may thus represent an innovative and effective methodology for the characterization of cell populations of interest and eventually the development of new therapeutic strategies in immuno-oncology.…”
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A Choice Behavior Model of Bike-Sharing Based on User Perception, Psychological Expectations, and Loyalty by Xingjian Xue, Zixu Wang, Xuejiao Liu, Zhou Zhou, Rui Song

“…In the midst of sharing concepts, bike sharing has made innovative changes to people’s travel modes. Providing high-quality services is essential to promoting the usage of bike sharing and to reducing traffic congestion by shifting people away from private car use. …”
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GenAI synthesis of histopathological images from Raman imaging for intraoperative tongue squamous cell carcinoma assessment by Bing Yan, Zhining Wen, Lili Xue, Tianyi Wang, Zhichao Liu, Wulin Long, Yi Li, Runyu Jing

“…In this study, we integrate Raman imaging technology with an artificial intelligence (AI) generative model, proposing an innovative approach for intraoperative margin status diagnosis. …”
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On the problems of modern engineers' training in the field of materials science: the methodological aspect by Natalia V. Kosareva, Elena V. Kuznetsova

“…In a modern high-tech society, engineering education requires constant attention, as it is an important resource for innovative development of the economy and ensuring national security. …”
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Transforming English language learning: Advanced speech recognition with MLP-LSTM for personalized education by Myagmarsuren Orosoo, Namjildagva Raash, Mark Treve, Hassan Fareed M. Lahza, Nizal Alshammry, Janjhyam Venkata Naga Ramesh, Manikandan Rengarajan

“…For the perishable skill of English language learning, use of innovative speech recognition technology using Advanced Speech Recognition Technologies MLP-LSTM is proposed in this paper to advance the existing online learning platforms. …”
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Pour un usage externe des théories de la science-fiction by Simon Bréan

“…These processes all respond to the same objective: a relationship between the world of fiction and the real world that presupposes a form of rational continuity, as well as referential ruptures and conceptual innovations, which we have proposed to call “speculative ontological regime”. …”
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Comparison of Proangiogenic Effects of Adipose-Derived Stem Cells and Foreskin Fibroblast Exosomes on Artificial Dermis Prefabricated Flaps by Jiachao Xiong, Zhixiao Liu, Minliang Wu, Mengyan Sun, Yu Xia, Yuchong Wang

“…Large prefabricated flaps often suffer from necrosis or poor healing due to a lack of new blood vessels and related factors that promote angiogenesis. The innovative use of adipose-derived stem cell exosomes (ADSC-Exo) resolves the problem of vascularization of prefabricated flaps. …”
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Transient receptor potential channels in dental inflammation and pain perception: A comprehensive review by Varunya Chantadul, Nattapon Rotpenpian, Tawepong Arayapisit, Aree Wanasuntronwong

“…In conclusion, this comprehensive review provides a valuable synthesis of current knowledge regarding the involvement of TRP channels in inflammatory conditions of dentistry underscoring the potential of TRP channels as promising targets for therapeutic intervention, and then paving the way for innovative strategies to address the complexities of inflammatory dental conditions.…”
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Legislation on the Protection of Personal Data: Uncertainty vs Specification by I. V. Mikheeva, Ph. G. Nakhman

“…They are related to the unification of quantitative characteristics of local acts regulating the personal data processing; systematization of approaches to the interpretation of the personal data as a concept; as well as the interpretation of the characteristics of the personal data subject consent to their processing supplemented by the latest legislative innovations, etc. The conclusion is made about the permanent process of specifying the norms of legislation on the protection of personal data in departmental acts and local rulemaking of non-governmental organizations. …”
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Reshaping health care governance using pilot projects as public policy implementation instruments by Mélanie De Winter

“…Pilot projects are often used to test innovations; however, pilot projects, viewed as tools, are rarely addressed as an object for research. …”
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Re-performance: a critical and reparative methodology for everyday expertise and data practice in policy knowledge by Susan Oman

“…This paper introduces and develops an innovative re-performance methodology to reappraise tensions in evidence-based policy-making (EBPM). …”
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Application of Neural Network and Virtual Reality Technology in Digital Video Effects by Liao Jiang

“…With the continuous innovation of technology, digital technology is more and more widely used in the production of TV shows and movies and plays an important role. …”
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Drivers and challenges for wood-based construction in urban areas by Oana Iliescu, Ali Amiri, Seppo Junnila

“…Its importance lies in its potential to contribute to climate change mitigation while supporting economic growth and innovation in the construction industry. Therefore, understanding the drivers and challenges of WBC is essential for its future development. …”
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Bétibé et Akan lagunaires : apports et emprunts, 12-17e siècle (Côte d’Ivoire) by Moïse Antoine DIECKET

“…Ces peuples, à leur tour, introduisant plus tard, des innovations nées d’expériences et de l’assimilation de connaissances acquises, à la suite de nouveaux contacts, vont faire bénéficier aux Eotilé, des savoirs acquis. …”
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Overview on industrial Internet honeynet technology by CHEN Xi, JIANG Yaguang, LIN Xin, ZHOU Wen

“…The industrial Internet was integrated with Internet and IoT technologies into traditional industrial sectors, with the aim of enhancing production efficiency, optimizing resource utilization, and fostering innovation in products and services. However, the complexity of industrial Internet devices and protocols posed security vulnerabilities, resulting in numerous security threats. …”
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Tuberculosis in Pregnancy: A Review by Olabisi M. Loto, Ibraheem Awowole

“…Isoniazid preventive therapy is a WHO innovation aimed at reducing the infection in HIV positive pregnant women. …”
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Applications of Cubic Schweizer–Sklar Power Heronian Mean to Multiple Attribute Decision-Making by Qaisar Khan, Muhammad Shahzad, Saqib Sharif, Mohammed Elgarhy, Mahmoud El-Morshedy, Suleman Nasiru

“…The article provides many innovative operational laws for cubic numbers (CNs) drawn on the Schweizer–Sklar (SS) t-norm (SSTN), and the SS t-conorm (SSTCN), as well as several desired properties of these operational laws. …”
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Expectations of Care, Perceived Safety, and Anxiety following Acute Behavioural Disturbance in the Emergency Department by Magdalen Lim, Tracey Weiland, Marie Gerdtz, Andrew Dent

“…However, there is a preference that such disturbances be managed out of visual and audible range. Innovative design features may be required to achieve this.…”
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Efektivitas Penggunaan Aplikasi Open Source dalam Pembelajaran Matematika Komputer by I Made Dedy setiawan

“…So far, computer mathematics learning in INSTIKI classes has not utilized open source-based applications. For this reason, innovation is needed in mathematics learning, one of which is by utilizing the Geogebra application. …”
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