Few-Shot Learning in Wi-Fi-Based Indoor Positioning by Feng Xie, Soi Hoi Lam, Ming Xie, Cheng Wang

“…This paper explores the use of few-shot learning in Wi-Fi-based indoor positioning, utilizing convolutional neural networks (CNNs) combined with meta-learning techniques to enhance the accuracy and efficiency of positioning systems. The focus is on addressing the challenge of limited labeled data, a prevalent issue in extensive indoor environments. …”
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Personalized nanovaccines for treating solid cancer metastases by Tang Feng, Jia Hu, Jirui Wen, Zhiyong Qian, Guowei Che, Qinghua Zhou, Lingling Zhu

“…Such vaccine-like nanomedicines have the ability to eradicate the primary tumors as well as to prevent or eliminate metastases. …”
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Accurate graphene-based absorber for slight leakage detection of Radon and chloroform air-pollution by Bahareh Khodadadi, Pejman Rezaei, Soheil Hadipour

“…This characteristic is crucial for precise gas detection, which is becoming increasingly important across various fields, including environmental monitoring, industrial safety, and biomedical diagnostics. The ability to accurately identify gases can facilitate early detection of hazards and improve health outcomes. …”
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Thermal Analysis of Radiation Heat Transfer of Improved Fractal Solar Collectors by Adylkhan Kibishov, Gulenay Alevay Kilic, Nassim Rustamov, Naci Genc

“…The potential of fractal geometry to increase heat transfer and the ability of the parabolic dish to concentrate solar rays form the basis of the proposed design for increasing efficiency. …”
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Thermal optimization of nickel-carbon nanodots using neural network and numerical simulation by Sohail Ahmad, Hessa A. Alsalmah

“…The nonlinear governing problem is solved through the finite difference method and then further optimized and validated with a CNN-based model for enhanced accuracy and computational efficiency. The CNN model is trained on a data generated from numerical simulations, enabling efficient prediction of flow and thermal characteristics. …”
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4-Aminoantipyrine derived cationic surfactants: Synthesis, characterization, surface activity and screening for potential antimicrobial activities by Ismail A. Aiad, Salah M. Tawfik, Mohamed El-Shafie, Abdel Latif A. Rhman

“…The foaming power measurements showed the synthesized surfactants have low ability for foam formation. Thermodynamic properties of adsorption and micellization processes showed their tendency towards adsorption at solution interface and micellization in their solutions. …”
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Embracing E-Court Innovation: Advancing Maslahah Mursalah in Indonesia's Religious Courts by Eti Yusnita, Yuswalina, Muhammad Toriq

“…Digital transformation reflects the issue of ensuring more efficient and cost-effective services. Factors that influence include cost savings from paperless processes, the ability to file cases remotely, technological literacy issues, and internet connectivity challenges in some areas. …”
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Generative AI’s Impact on Customer Satisfaction: A FinTech Perspective by Israfilzade Khalil, Vlasenko Danylo

“…The results show that functional value, as measured by increased operational efficiency and reliability, has a significant impact on satisfaction. …”
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A Frequency-Aware Transformer for Multiscale Fault Diagnosis in Electrical Machines by Yurim Choi, Inwhee Joe

“…However, conventional fault diagnosis methods struggle to effectively capture complex time-frequency patterns, limiting their ability to perform early fault detection and accurate classification. …”
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Unified Power Flow Controller for PV Systems Using AI-Driven Power Quality Improvement Using Coupled Inductor Dual Boost Converter by Chindam A., IlanjiAkilandam C., DugyalaV.

“…Moreover, the converter ranks with improved efficiency of 88%, with improved voltage and current characteristics. …”
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Practical Model for Short-Circuit Current Calculation of Photovoltaic Power Station Based on Improved RLS Algorithm by Zhiyuan Sun, Mosi Liu, Kun Zheng

“…At the same time, the calculation efficiency is also improved, and the current tracking effect is also improved by 7%.…”
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Whole mount multiplexed visualization of DNA, mRNA, and protein in plant-parasitic nematodes by Alexis L. Sperling, Sebastian Eves-van den Akker

“…The permeabilization even allows entry of larger antibodies, albeit with lower efficiency. Finally, this method works exceptionally well with in situ HCR. …”
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Effects of extreme deposition rate on the microstructure evolution of additive friction stir deposited AA6061 alloy by Lu Jiang, Ramesh Varma, Mahendra Ramajayam, Thomas Dorin, Matthew Robert Barnett, Daniel Fabijanic

“…Energy consumption analysis revealed significant efficiency improvement associated with the fast deposition.…”
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Path Planning of Surface vessel based on improved IRRT* algorithm by Hao Yu, Xin Wang, Hao Peng

“…It effectively improves the efficiency and quality of path planning. The bi-directional exploration mechanism speeds up the search speed, KD-Tree optimizes the nearest neighbor search, and B-spline curve optimization ensures the smoothness of the path and the ability to avoid obstacles. …”
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Optimum Design of RC Beams Strengthened with Externally Bonded FRP Using Pattern Search by Noor Mohammed Sheet, Baraa J. M. AL-Eliwi, Rabi M. Najem

“… This paper discusses the efficiency of using the Pattern Search (PS) tool to optimize the design of RC beams strengthened with externally bonded (EB) fiber-reinforced polymer (FRP) materials. …”
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Vision Based Process Control Approach for Managing Chemical Foam Breakdown in a Lab Environment by Toon Stuyck, Pascal Van Lith, Eric Demeester

“…On the other hand, model precision was shown to have less of an impact on the ability to breakdown foam formations. A decrease in model precision will result in a more aggressive dosing strategy that will frequently start dosing preemptively. …”
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Improved Multiverse Optimization Algorithm for Fuzzy Flexible Job-Shop Scheduling Problem by Jin-Cheng Fang, A-Feng Zeng, Shao-Feng Zheng, Wen-Di Zhao, Xu He

“…The experimental results demonstrated the effectiveness of the algorithm, especially in large-scale instances, displaying a strong superiority with an average maximum enhancement efficiency of 50.44%.…”
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From Junk to Genius: Robotic Arms and AI Crafting Creative Designs from Scraps by Jiaqi Liu, Xiang Chen, Shengliang Yu

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Advancing Gas-cooled Fast Reactor Technology: Outcomes of the Euratom SafeG Project on ALLEGRO Research and Development by Kvizda Boris, Bebjak Slavomír, Mayer Gusztáv, Vácha Petr, Melichar Tomáš, Ding Congjin

“…With the backing of the Generation IV International Forum (GIF) and European Sustainable Nuclear Industrial Initiative (ESNII) of the Sustainable Nuclear Energy Technology Platform (SNETP), GFR technology promises high efficiency in both electricity and industrial heat production, owing to its ability to achieve high core outlet temperatures and close the fuel cycle. …”
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Beyond the Grid: GLRT-Based TomoSAR Fast Detection for Retrieving Height and Thermal Dilation by Nabil Haddad, Karima Hadj-Rabah, Alessandra Budillon, Gilda Schirinzi

“…Experiments conducted on both simulated and real datasets acquired with the TerraSAR-X satellite over the Spanish city of Barcelona demonstrate the ability of the proposed approach to maintain computational efficiency while improving scatterer localization accuracy in the third and fourth dimensions.…”
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