Rapid, Multi-Sample Assay of Gabapentin in Capsules Using Easy-to-Setup and Low-Cost Smartphone-Based Fluorescence Measurement by Thana Thanayutsiri, Thapakorn Charoenying, Supusson Pengnam, Praneet Opanasopit, Tanasait Ngawhirunpat, Akhayachatra Chinsriwongkul, Theerasak Rojanarata

“…GBP concentration was determined from green (G) channel intensity using a logarithmic calibration curve. The method was optimized, validated per USP guidelines, and compared with USP HPLC. …”
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WirelessNet: An Efficient Radio Access Network Model Based on Heterogeneous Graph Neural Networks by Jose Perdomo, M. A. Gutierrez-Estevez, Chan Zhou, Jose F. Monserrat

“…A network digital twin can enable the ability to safely and rapidly recreate what-if scenarios of mobile networks for more cost effective and intelligent network optimization. Towards enabling a network digital twin of mobile networks, accurate and efficient radio access network models are needed. …”
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BRA-YOLOv10: UAV Small Target Detection Based on YOLOv10 by Quanyu Zhang, Xin Wang, Heng Shi, Kunhui Wang, Yan Tian, Zhaohui Xu, Yongkang Zhang, Gaoxiang Jia

“…Firstly, Bi-Level Routing Attention (BRA) is used during the feature extraction stage to effectively reduce background interference. By focusing on the target’s key information, the model optimizes overall detection performance. …”
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Design for Loss Reduction in a Compact AFPM Electric Water Pump with a PCB Motor by Do-Hyeon Choi, Hyung-Sub Han, Min-Ki Hong, Dong-Hoon Jung, Won-Ho Kim

“…Cogging torque arises from the attraction between permanent magnets and stator teeth, creating forces that interfere with motor rotation and generate unwanted vibration, noise, and potential mechanical collisions between the rotor and stator. …”
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Utilizing GCN-Based Deep Learning for Road Extraction from Remote Sensing Images by Yu Jiang, Jiasen Zhao, Wei Luo, Bincheng Guo, Zhulin An, Yongjun Xu

“…The technology of road extraction serves as a crucial foundation for urban intelligent renewal and green sustainable development. Its outcomes can optimize transportation network planning, reduce resource waste, and enhance urban resilience. …”
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Design, Fabrication, and Characterization of a Flexible Dual-Band Metamaterial Absorber by Wang Xin, Zhang Binzhen, Wang Wanjun, Wang Junlin, Duan Junping

“…For instance, in the design of projectile-borne conformal antenna array, a flexible ultrathin MM absorber can easily be loaded between the antenna and the projectile body to reduce the radiation interference, weaken the coupling loss, and reduce the RCS.…”
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The Optical System Design of a Space-Based Wide-Field Infrared Slitless Spectrometer by Yue Chen, Liang Zhou, Peiquan Chen, Pengkai Dong, Haiyang Zhang, Wenji She

“…Additionally, a secondary imaging relay lens system is designed to ensure 100% cold stop matching efficiency, thereby minimizing stray light interference. Through optimization and ray tracing using optical design software, the final system achieves a field of view of 0.69° × 0.55°, a spectral resolution of 8.41 nm/pixel, spectral line curvature and chromatic aberration both below 10 µm, and a nearly linear spectral dispersion relationship, realizing spectrum-value unification to facilitate target identification. …”
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Development of a Novel Web-Based Intervention Targeting Pain-Related Outcomes in Individuals With Chronic Orofacial Pain: Protocol for a Mixed Methods Study by Brenda C Lovette, Jafar Bakhshaie, Ronald Kulich, Jeffry R Shaefer, Hsinlin Thomas Cheng, Shuhan He, Ana-Maria Vranceanu, Jonathan Greenberg

“… BackgroundChronic orofacial pain (COP) is common, costly, and associated with substantial pain interference and emotional distress. Psychosocial treatments for COP are scarce and limited (eg, rely on talking, which is often painful for this population; require intensive resources, limiting scalability). …”
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Effectively eliminating lead and cadmium from industrial wastewater using a biowaste-based sorbent by Aly Reda, Abdel-Ghafar El-Demerdash, Wagih Sadik, Essam El-Rafey, Tamer Shoeib

“…Sorption capacity ratio values close to 1 indicate effective Pb(II) and Cd(II) uptake with minimal interference, even in the presence of methylene blue dye. …”
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Food Toxicology and Safety: Evaluating Dietary Risks and Functional Ingredients by Sujaritha Jayaraj, Lavanya Kothandan, Vijay Babu Murugan, Saravana Kumar Prakash, Vandhana Vijayakumar, Elizabeth Rani

“…Mechanistically, foodborne carcinogens may exert harmful effects through multiple biological pathways, including the dysregulation of gene expression, interference with DNA repair, alteration of cell cycle progression, and inhibition of apoptosis. …”
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GIRH-Unet: Improved Residual Tobacco Segmentation Algorithm Based on GhostNetV3-Unet by Jianhua Ye, Yunda Zhang, Pan Li, Ze Guo

“…Cigarette production presents an industrial environment with significant light and shadow interference. The residual tobacco contains fine particles that exhibit random distribution and varying edge morphologies. …”
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Discrete Phase Shift IRS-Assisted Energy Harvesting in Cognitive Radio Networks With Spectrum Sensing by Lilian Chiru Kawala, Guoquan Li, Mihertie Habtamu Demeke, Junzhou Xiong, Hao Xiong, Hang Hu

“…To solve the non-convex problem, we develop a quantization-aware alternating optimization algorithm that decomposes the problem into interrelated subproblems for detection probability maximization, false alarm minimization, energy harvesting optimization, and SU throughput enhancement. …”
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Efficient Multipath Mitigation in GNSS Using Dynamic Selection and Weighting of Early-Late Correlators by Ayoub Bengherabi, Mustapha Flissi, Khaled Rouabah, Salim Attia, Diana W. Dawoud, Yassine Himeur, Shadi Atalla, Wathiq Mansoor

“…In this paper a real-time multipath interference mitigation technique is proposed for Global Navigation Satellite Systems (GNSS), employing an adaptive discriminator architecture that dynamically optimizes the selection and weighting of early-late (E-L) correlators to minimize discriminator function (DF) offset errors at the delay-locked loop (DLL) output. …”
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Enhancement of Efficiency in an Ex Situ Coprecipitation Method for Superparamagnetic Bacterial Cellulose Hybrid Materials by Thaís Cavalcante de Souza, Italo José Batista Durval, Hugo Moraes Meira, Andréa Fernanda de Santana Costa, Eduardo Padrón Hernández, Attilio Converti, Glória Maria Vinhas, Leonie Asfora Sarubbo

“…These findings position the optimized BC-magnetite nanocomposites as highly promising candidates for advanced applications, including electromagnetic interference (EMI) shielding, electronic devices, gas sensors, MRI contrast agents, and targeted drug delivery systems.…”
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A hybrid CNN-BILSTM deep learning framework for signal detection of a massive MIMONOMA system by Mohamed A. Abdelhamed, Mennatalla Samy, Bassem E. Elnaghi, Ahmed Magdy

“…The CNN-BiLSTM model is trained online using simulated channel data, and both Nadam and Adam optimizers are used to improve loss optimization during training. …”
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A deep neural network framework for estimating coastal salinity from SMAP brightness temperature data by Yidi Wei, Qing Xu, Qing Xu, Xiaobin Yin, Xiaobin Yin, Yan Li, Yan Li, Kaiguo Fan

“…The specific models constructed for nearshore and offshore areas, as well as for the four seasons, further improves salinity retrieval accuracy, especially in nearshore regions, highlighting the effectiveness of regional and seasonal optimization strategies in complex coastal environments. …”
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Remote monitoring of patients with obstructive sleep apnea syndrome treated with CPAP: a feasibility study by Amélie Hediger-Parolini, Florian Charbonnier, Stéphane Grandin, Hiromitsu Takahashi, Fabian Braun, Mathieu Lemay, Roger Hilfiker, Sandra Van den Broecke, Olivier Contal

“…Future efforts should focus on addressing technical challenges and optimizing data integration on a common platform to realize the full benefits of continuous monitoring in personalized healthcare management.…”
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Simultaneous Structural Monitoring over Optical Ground Wire and Optical Phase Conductor via Chirped-Pulse Phase-Sensitive Optical Time-Domain Reflectometry by Jorge Canudo, Pascual Sevillano, Andrea Iranzo, Sacha Kwik, Javier Preciado-Garbayo, Jesús Subías

“…This monitoring system, capable of covering distances up to 40 km from a single endpoint, enables dynamic capacity adjustments for optimized line efficiency. Beyond sag monitoring, CP-<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi mathvariant="normal">Φ</mi></semantics></math></inline-formula>OTDR provides robust detection of external threats, including environmental interference and mechanical intrusions, which could compromise cable stability. …”
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High gain reconfigurable symmetrical sector patch antenna loaded with parasitic elements by Yuanxin HUANG, Li’an BIAN, Gaosheng LI, Yanxiu LI, Ranhao CHEN, Yan WANG

“…Its radiation direction can be dynamically adjusted according to the communication needs of ships in order to reduce signal interference and improve communication quality.…”
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Umbilical Cord Blood Lead Levels and Neonatal Behaviour by M. L. de Cáceres, F. Botet, C. Costas, S. Rosales

“…These disturbances are potentially important since this type of behavior may interfere with the normal process of adaptation to their environment, leading to a less than optimal bonding between newborns and their carers.…”
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