Advancements and Challenges in Electric Vehicle Battery Charging: A Comprehensive Review by Dhanadhya Trupti, Kadam Swaraj, Prasad Shashikant, Vaidya Harshal

“…Critical challenges addressed include charging time optimization, infrastructure scalability, standardization issues, and grid stability concerns. …”
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Phytonanoparticles as novel drug carriers for enhanced osteogenesis and osseointegration by Nandita Suresh, Nebu George Thomas, Matti Mauramo, Tuomas Waltimo, Timo Sorsa, Sukumaran Anil

“…Despite promising results, scalability, standardization, and regulatory approval challenges persist. …”
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Targeted Advertising in Social Media Platforms Using Hybrid Convolutional Learning Method besides Efficient Feature Weights by Seyed Mohsen Ebadi Jokandan, Peyman Bayat, Mehdi Farrokhbakht Foumani

“…According to the findings, hashtag, brand ID, movie title, and actors achieve the highest scores, and the values for actual training time in various data ratios are relatively linear, which confirms the scalability of the proposed model for large datasets. …”
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Characterizing the role of vehicular cloud computing in road traffic management by Iftikhar Ahmad, Rafidah Md Noor, Ihsan Ali, Muhammad Imran, Athanasios Vasilakos

“…A comparison of the current state-of-the-art traffic management systems is performed in terms of parameters, such as vehicular ad hoc network infrastructure, Internet dependency, cloud management, scalability, traffic flow control, and emerging services. …”
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English Grammar Discrimination Training Network Model and Search Filtering by Juan Zhao

“…In addition, in order to improve the scalability and real-time performance of the recommendation system, the data mining method is used to perform fuzzy clustering for users and projects in the offline data preprocessing stage. …”
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A Multi-Signature Scheme for Defending Malleability Attack on DeFi by Chen Zhang, Wenyu Liao, Xiaobin Liu, Huanrong Wu, Mohammed J. F. Alenazi

“…In comparison to baseline approaches, testbed simulations demonstrate scalability and 15% higher resistance against malleability attack success.…”
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A Blockchain-Assisted Federated Learning Framework for Secure and Self-Optimizing Digital Twins in Industrial IoT by Innocent Boakye Ababio, Jan Bieniek, Mohamed Rahouti, Thaier Hayajneh, Mohammed Aledhari, Dinesh C. Verma, Abdellah Chehri

“…The framework improves transparency, control, security, privacy, and scalability for self-optimizing digital twins in IIoT. …”
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Teachers implementing Zimbabwean sign language regulatory frameworks for deaf learners in special schools by Reward Kwashira

“…This overreliance on precarious external funding sources compromises the sustainability and scalability of professional development initiatives. …”
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Advancing Trans-Domain Classification With Knowledge Distillation: Bridging LIDAR and Image Data by Jesus Eduardo Ortiz, Werner Creixell

“…Experimental evaluations across various benchmark datasets demonstrate that our distilled models not only rival their original counterparts in accuracy but also surpass conventional point cloud classification methods in both efficiency and scalability. Additionally, we delve into the impact of varying distillation techniques on model adaptability and performance within the LIDAR domain. …”
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Employee attendance system using face recognition and GPS using local binary pattern histogram by Narahari Vigraha Prasada, Ikrimach

“…Although the system is capable of functionally robust performance under normal conditions, tests point to possible scalability and performance improvements in extreme lighting conditions and outdoor applications, thus establishing future development paths for environmental adaptation.…”
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Realization of Arithmetic Logic Units Using Electro-Optic Microring Resonators in Photonic Circuits by Assylkhan Nurgali, Bikash Nakarmi, Carlo Molardi, Ikechi Augustine Ukaegbu

“…These advancements represent significant progress in the field of optical computing, offering notable improvements in computational speed, efficiency, and scalability. This research contributes to the ongoing exploration and development in optical computing, with the potential to revolutionize computational efficiency and performance in various applications.…”
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A Near-Zero Energy Smart Greenhouse Integrated Into a Microgrid for Sustainable Energy and Microclimate Management by Tuan Minh Tran, Ahmed Ouammi, Louis A-Dessaint

“…This approach offers an effective solution for achieving near-zero energy consumption in sustainable agriculture, with scalability for various greenhouse types and sizes.…”
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Catalytic pathways for N-arylation of benzimidazoles: A comprehensive review by Anila Ghulam, Tooba Jabeen, Sana Aslam, Matloob Ahmad, Magdi E.A. Zaki

“…Cross-coupling reactions, such as the Chan-Lam, Ullmann, and Buchwald-Hartwig protocols, are commonly used due to their durability and scalability. Metal-free techniques offer ecologically friendly options, and multicomponent reactions provide the benefit of convergent synthesis. …”
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Comprehensive reviews on technological and life cycle environmental aspects of solar–thermal adsorption refrigerator by Jun-Ki Choi, Anup Paudel, Bipin Karki, Katie Bradley, Natalie Quinn, Amy Ciric

“…Finally, we present two novel bench-scale STAR systems, compare their environmental performance to traditional systems, and highlight key design improvements that address scalability challenges.…”
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Biodegradable and Stimuli-Responsive Nanomaterials for Targeted Drug Delivery in Autoimmune Diseases by Nargish Parvin, Sang Woo Joo, Tapas K. Mandal

“…Additionally, we address current challenges, including biocompatibility, scalability, and regulatory hurdles, as well as future directions for integrating advanced nanotechnology with personalized medicine in autoimmune treatment. …”
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Faster model-based estimation of ancestry proportions by Santander, Cindy G., Refoyo Martinez, Alba, Meisner, Jonas

“…Likelihood-free approaches optimize a least square objective and have gained popularity in recent years due to their scalability. However, this comes at the cost of accuracy in the ancestry estimates in more complex admixture scenarios. …”
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From phylogenomics to breeding: Can universal target capture probes be used in the development of SNP markers for kinship analysis? by Kedra M. Ousmael, Ole K. Hansen

“…Variants were called within species, and genomic relatedness analysis was conducted in species with two or more families. Scalability via amplicon sequencing was tested by designing primers and testing them in silico. …”
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Edge or Cloud Architecture: The Applicability of New Data Processing Methods in Large-Scale Poultry Farming by Gergo Toth, Sandor Szabo, Tamas Haidegger, Marta Alexy

“…Combining edge and cloud solutions allows for the robustness and immediate response of edge computing while still leveraging cloud systems’ advanced analytical capabilities and scalability.…”
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Advanced Shuttle Strategies for Parallel QCCD Architectures by Weining Dai, Kevin A. Brown, Thomas G. Robertazzi

“…Trapped ions (TIs) are at the forefront of quantum computing implementation, offering unparalleled coherence, fidelity, and connectivity. However, the scalability of TI systems is hampered by the limited capacity of individual ion traps, necessitating intricate ion shuttling for advanced computational tasks. …”
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GNN-EADD: Graph Neural Network-Based E-Commerce Anomaly Detection via Dual-Stage Learning by Zhouhang Shao, Xuran Wang, Enkai Ji, Shiyang Chen, Jin Wang

“…Extensive experiments on a large-scale Amazon dataset demonstrate that GNN-EADD significantly outperforms state-of-the-art baselines in terms of anomaly detection accuracy, precision, and recall, while showing robustness to various types of anomalies and scalability to large networks.…”
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