Human-machine interaction in mechanical systems through sensor enabled wearable augmented reality interfaces by K. Balamurugan, G. Sudhakar, Kavin Francis Xavier, N. Bharathiraja, Gaganpreet Kaur

“…The proposed setup demonstrated an enhanced industrial performance in a simulated environment through error reduction by 22.3 % along with a 31.1 % increase in task speed and a 27.8 % improvement in situational awareness recorded through NASA-TLX cognitive load evaluations. Findings prove that the system fills fundamental weaknesses with current AR-assisted industrial HCI systems by providing automatic adaptation features along with improved safety measures and precise operational capability.…”
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Classifying Power Quality Issues in Railway Electrification Systems Using a Nonsubsampled Contourlet Transform Approach by Pampa Sinha, Kaushik Paul, I. M. Elzein, Mohamed Metwally Mahmoud, Ali M. El‐Rifaie, Wulfran Fendzi Mbasso, Ahmed M. Ewais

“…NSCT's shift‐invariant, multiscale, and multidirectional capabilities allow for precise separation of oscillatory and transient components, while the split augmented Lagrangian shrinkage algorithm enhances decomposition efficiency. Features such as signal energy, entropy, and trend energy were extracted and visualized in a 3D feature space, demonstrating clear clustering for different PQ events. …”
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Advanced Microgrid: Containerized Development Platform by João Marcus S. Callegari, Danilo Iglesias Brandao, Luís Guilherme Monteiro Oliveira, Sidelmo Magalhães Silva, Braz J. Cardoso Filho

“…Experimental results are provided to demonstrate the capabilities of the Tesla MG, specifically focusing on inverter features, power dispatchability in grid-connected mode, and proper operation in islanded mode. …”
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Evaluating the Effectiveness of the Original Designs of Immediate-Prostheses after Multiple Tooth Extraction: Clinical Cases by A. V. Gus’kov, S. A. Mashutin, A. A. Oleinikov, M. K. Zainutdinov, E. A. Klimenko, L. S. Toropova

“…However, the likelihood of atrophy of denture-supporting tissues under non-physiological load with removable dental prostheses imposes special requirements for their design features.Case description. …”
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Collaborative optimal operation control of HVAC systems based on multi-agent by Chen Fu, Kaipeng Chen, Yan Xu, Dongyue Ming, Ruiwen Ye, Yingjun Wu, Lixia Sun

“…The HVAC system of public buildings, as a thermostatically controlled load, accounting for a relatively significant proportion of building energy consumption. …”
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Design of a general type BSSO fixation plate integrating topology and parameter optimization for various severity levels of hemifacial microsomia by Chun-Ming Chang, Po-Fang Wang, Po-Fang Wang, Yu-Tzu Wang

“…In static/dynamic four-point bending tests, the structural strength of the TOPO plate exceeded that of commercial plates, with average proof loads of 326.9N for the right side and 389.85N for the left side. …”
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A Janus Amyloid-like Nanofilm Inhibits Colorectal Cancer Postoperative Recurrence and Abdominal Adhesion via Synergistic Enzyme Cascade by Man Zhang, Junhao Kou, Zhenyi Song, Ling Qiu, Chunzhao Yang, Qi Xue

“…The Janus film features a hydrophobic side that stably adheres to the intestinal surface without exogenous chemical modification and a hydrophilic side that prevents adhesion. …”
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Bacteriological hazard analysis and critical control point (HACCP) assessment of sachet drinking water processing in some factories within Jos metropolis, Plateau State, Nigeria by Dayilim, Josephine Abbas, Dashen, Michael Macvren, Ngene, Anayochukwu Chibuike, Ohaegbu, Chinedu Godspower, Egbere, Otumala John

“…Method: Water samples were collected at various production stages and analyzed for total viable bacteria, coliform, and Escherichia (E.) coli counts. Aerial bacterial loads in each factory were also assessed. Bacterial isolates were identified using morphological, microscopic, biochemical features, and Analytical Profile Index (API) kits. …”
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Black seed oil nanoemulsion containing albendazole against protoscoleces of Echinococcus granulosus: An in vivo study by Fatemeh Oroojaian, Tahereh Mohammadzadeh, Ailin Ebrahimzadeh, Peiman Aleshiekh, Reza Shafiei, Amir Amani

“…Cysts obtained from mice were examined for histopathological features. Results: ALB-NE (albendazole-loaded nanoemulsion) DLS results were obtained from black seed oil. …”
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Simulating the Deterioration Behavior of Tunnel Elements Using Amalgamation of Regression Trees and State-of-the-Art Metaheuristics by Eslam Mohammed Abdelkader, Abobakr Al-Sakkaf, Moaaz Elkabalawy, Abdelhady Omar, Ghasan Alfalah

“…Leveraging metaheuristic algorithms’ strengths, the developed method jointly optimizes critical regression tree hyperparameters and identifies the most relevant features for deterioration prediction. A comprehensive dataset encompassing material properties, environmental stressors, traffic loads, and historical condition assessments was compiled for model development. …”
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Multi-Strategy Improvement of Coal Gangue Recognition Method of YOLOv11 by Hongjing Tao, Lei Zhang, Zhipeng Sun, Xinchao Cui, Weixun Yi

“…It exhibits a slight increase in computational load, despite an almost unchanged number of parameters, and demonstrates the best overall detection performance. …”
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Vehicle detection in drone aerial views based on lightweight OSD-YOLOv10 by Yang Zhang, Xiaobing Chen, Su Sun, Hongfeng You, Yuanyuan Wang, Jianchu Lin, Jiacheng Wang

“…The proposed algorithm incorporates several key innovations: First, we employ online convolutional reparameterization to construct the OCRConv module and design a lightweight feature extraction structure, SPCC, to replace the conventional C2f module, thereby reducing computational load and parameter count. …”
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Microgrid system for electric vehicle charging stations integrated with renewable energy sources using a hybrid DOA–SBNN approach by Kommoju Naga Durga Veera Sai Eswar, M. Arun Noyal Doss, Mohammad Shorfuzzaman, Ali Elrashidi

“…The MG system features a four-phase inductor coupled interleaved boost converter (FP-ICIBC) and a fractional-order proportional-integral-derivative (FOPID) controller for optimal power management. …”
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Towards Improving Point-of-Care Diagnosis of Non-malaria Febrile Illness: A Metabolomics Approach. by Saskia Decuypere, Jessica Maltha, Stijn Deborggraeve, Nicholas J W Rattray, Guiraud Issa, Kaboré Bérenger, Palpouguini Lompo, Marc C Tahita, Thusitha Ruspasinghe, Malcolm McConville, Royston Goodacre, Halidou Tinto, Jan Jacobs, Jonathan R Carapetis

“…<h4>Methodology</h4>We conducted a comprehensive mass-spectrometry based metabolomics analysis of the plasma of 61 children with severe febrile illness from a malaria-endemic rural African setting. Metabolite features characteristic for non-malaria febrile illness, BSI, severe anemia and poor clinical outcome were identified by receiver operating curve analysis.…”
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Prediction of electroconvulsive therapy response and remission in late-life depression: a review by Beatriz Pozuelo Moyano, Kevin Swierkosz Lenart, Joëlle Rosselet Amoussou, Armin von Gunten, Jean-Pierre Schuster

“…Finally, elderly patients had higher rates of electroconvulsive therapy response; retardation and psychotic features may mediate this association. Incorporation of this data into clinical practice may facilitate a personalised approach to electroconvulsive therapy. …”
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A Novel Crowdsourcing-Assisted 5G Wireless Signal Ranging Technique in MEC Architecture by Rui Lu, Lei Shi, Yinlong Liu, Zhongkai Dang

“…This study designs a progressive solution by (1) building a crowdsourced data collection network, using mobile terminals equipped with GPS technology to automatically collect device signal features, replacing inefficient manual drive tests; (2) developing a progressive signal update algorithm that integrates real-time crowdsourced data and historical signals to optimize the signal fingerprint database in dynamic environments; (3) establishing an edge service architecture to offload signal matching and trajectory estimation tasks to MEC nodes, using lightweight computing engines to reduce the load on the core network. …”
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Piezoresistive, Piezocapacitive and Memcapacitive Silk Fibroin-Based Cement Mortars by Daniel A. Triana-Camacho, Antonella D’Alessandro, Silvia Bittolo Bon, Rocco Malaspina, Filippo Ubertini, Luca Valentini

“…Electrical square-biphasic excitation combined with cyclic compressive loads revealed memristive behavior during the unloading stages. …”
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Using Graph-Enhanced Deep Reinforcement Learning for Distribution Network Fault Recovery by Yueran Liu, Peng Liao, Yang Wang

“…The restoration problem is modeled as a partially observable Markov decision process (POMDP), where each agent employs graph neural networks to extract topological features and enhance environmental perception. To address the high-dimensionality of the action space, an action decomposition strategy is introduced, treating each switch operation as an independent binary classification task, which improves convergence and decision efficiency. …”
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Comparative Analysis of Charging Station Technologies for Light Electric Vehicles for the Exploitation in Small Islands by Salvatore Favuzza, Gaetano Zizzo, Antony Vasile, Davide Astolfi, Marco Pasetti

“…The segment of LEVs has some peculiar features compared to electric mobility in general, which then deserve a devoted investigation. …”
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Studying the Methods of Harvesting Garden Strawberry with Robotic Machines by D. О. Khort, N. A. Maystrenko, A. N. Tereshin, R. V. Vershinin

“…The paper presents a description of a newly developed device for the robotic harvesting of garden strawberry. The device features versatility, the simplicity of design, ease of adaptation to an automated platform. …”
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