Adaptive Outdoor Cleaning Robot with Real-Time Terrain Perception and Fuzzy Control by Raul Fernando Garcia Azcarate, Akhil Jayadeep, Aung Kyaw Zin, James Wei Shung Lee, M. A. Viraj J. Muthugala, Mohan Rajesh Elara

“…The integration of deep learning and fuzzy control enables safe, energy-efficient, and adaptive cleaning in complex outdoor environments. …”
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Extracellular electron transfer based methylotrophic methanogenesis in paddy soil and the prevalent Methanomassiliicoccus by Lingyan Li, Xuping Tian, Xuemeng Wang, Chuan Chen, Qi Zhou, Lei Qi, Jie Li, Kai Xue, Fangjie Zhao, Yanfen Wang, Xiuzhu Dong

“…Chronoamperometry detected efficient methane production by M. luminyensis CZDD1 and two paddy soils from methanol and dimethylarsenate in accompany with current consumption. …”
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mbctools: A User-Friendly Metabarcoding and Cross-Platform Pipeline for Analyzing Multiple Amplicon Sequencing Data across a Large Diversity of Organisms by Barnabé, Christian, Sempéré, Guilhem, Manzanilla, Vincent, Millan, Joel Moo, Amblard-Rambert, Antoine, Waleckx, Etienne

“…It provides functions for various tasks such as dereplication, clustering, chimera detection, and taxonomic assignment. VSEARCH is thus very efficient in retrieving the overall diversity of a sample. …”
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Innovative Damage Assessment of Endodontic Instruments Based on Digital Image Stacking by Raúl Argüello-Sánchez, Ivette Alejandra Calderón-Alday, Antonio Hernández-Morales, Benjamín Gonzalo Rodríguez-Méndez, Diego Medina-Castro, Régulo López-Callejas, Carlo Eduardo Medina-Solís

“…Conventional scanning electron microscopy (SEM) has been the gold standard for this purpose; however, its limited accessibility and complex sample preparation protocols hinder its routine use in clinical settings. …”
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Prospects for the Development of the Present Stage of Higher School by I. I. Bobrova, E. G. Trofimov

“…The positive experience of the last ten years is the use of electronic educational complexes within the disciplines being read. Conclusion, leave electronic complexes in the assortment of the teacher. …”
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Machine Learning Models for Predicting Thermal Properties of Radiative Cooling Aerogels by Chengce Yuan, Yimin Shi, Zhichen Ba, Daxin Liang, Jing Wang, Xiaorui Liu, Yabei Xu, Junreng Liu, Hongbo Xu

“…The escalating global climate crisis and energy challenges have made the development of efficient radiative cooling materials increasingly urgent. …”
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A combined strategy for screening a clustered mobile population returning from highly endemic areas for Plasmodium falciparum by Mei Li, Jun Li, Zhigui Xia, Ning Xiao, Weikang Jiang, Yongkang Wen

“…Conclusions: It was too complex and difficult to catch all parasite carriers in a short period of time among populations with such a complicated situation as that in Shanglin County. …”
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Navigating challenges in pediatric trial conduct: integrating bayesian sequential design with semiparametric elicitation for handling primary and secondary endpoints by Danila Azzolina, Ileana Baldi, Silvia Bressan, Mohd Rashid Khan, Liviana Da Dalt, Dario Gregori, Paola Berchialla

“…The study focuses on efficiently handling primary and secondary endpoints, a critical aspect often overlooked in pediatric trials. …”
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IoT-Edge Hybrid Architecture with Cross-Modal Transformer and Federated Manifold Learning for Safety-Critical Gesture Control in Adaptive Mobility Platforms by Xinmin Jin, Jian Teng, Jiaji Chen

“…The system maintains industrial-grade safety certification with energy-efficient computation. Bridging adaptive mechanics with edge intelligence, this research pioneers a sustainable IoT-edge paradigm for smart mobility, harmonizing real-time responsiveness, ecological sustainability, and scalable deployment in complex urban ecosystems.…”
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Construction of intelligent gymnastics teaching model based on neural network and artificial intelligence by Guanxi Fan, Yu Wang, Tongling Wang, Dapeng Yang

“…The study offers strong technical support for the intelligent development of gymnastics education. By automatically detecting and analyzing movements, the model can deliver real-time feedback to both teachers and students, helping learners master skills more efficiently and improve performance.…”
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Radiofrequency Technologies of Local Positioning in Healthcare by D. S. Bragin, I. V. Pospelova, I. V. Cherepanova, V. N. Serebryakova

“…Given this, it is necessary to use complex algorithms to detect an object with accuracy to a specific room. …”
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Multi-layer robotic controller for enhancing the safety of mobile robot navigation in human-centered indoor environments by Karameldeen Omer, Karameldeen Omer, Andrea Monteriù

“…The “online” control layer integrates a human-in-the-loop strategy, where the human operator detects missing obstacles or approaching danger through a user interface and sends a trigger to the robot’s controller. …”
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CFTformer: End-to-End Cross-Frame Multi-Object Tracking With Transformer by Abdollah Amirkhani, Seyed Alireza Khoshnevis

“…Traditional MOT methods typically rely on motion-based and appearance-based similarity information to associate detections across frames. However, the new transformer attention-based approach to MOT has removed the need for complex post-processing steps, such as graph optimization, allowing for end-to-end query tracking across frames. …”
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Comparative study of rK39 Leishmania antigen for serodiagnosis of visceral leishmaniasis: systematic review with meta-analysis. by Zuinara Maia, Monique Lírio, Sóstenes Mistro, Carlos Maurício Cardeal Mendes, Sanjay R Mehta, Roberto Badaro

“…<h4>Background</h4>The rK39 recombinant protein is derived from a specific antigen produced by the Leishmania donovani complex, and has been used in the last two decades for the serodiagnosis of visceral leishmaniasis. …”
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Frequency of dyspnea related to intake of ticagrelor or clopidogrel in patients with chronic coronary syndrome undergoing coronary intervention by Dunya Habeeb Shnain, Ghassan Mohammed Mahmood, Sara Omar Ahmed

“…In patients with chronic coronary syndrome, ticagrelor decreases cardiovascular events more efficiently than clopidogrel. In several studies investigating novel P2Y12 inhibitors dyspnea has been detected. …”
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Effects of psychological interventions on anxiety in athletes: a meta-analysis based on controlled trials by Houchen Li, Qingqiong Yang, Bin Wang

“…ObjectivesAnxiety is a prevalent psychological challenge in elite sports and complex training environments. This meta-analysis systematically evaluated the effects of psychological interventions on athletes’ anxiety levels.MethodsA systematic review and meta-analysis were conducted in accordance with PRISMA guidelines. …”
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Facile one-pot synthesis of photoresponsive Cu1.8S and CuInS2 nanostructures aided by Cu-pyrimidylthiolate molecular precursor by Suraj Peerappa Yadav, Adish Tyagi, Alpa Y. Shah, Deepak Tyagi, Sanjay Kumar, Gourab Karmakar, Rohit Singh Chauhan, Afsar Ali Siddiki

“…This study focuses on the synthesis and structural characterization of an air-stable hexanuclear Cu-pyrimidylthiolate cluster complex which serves as an efficient single-source precursor for the preparation of Cu1.8S nanocrystals. …”
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Presidential elections of 1997: a comparative analysis of electoral provisions and stereotypes by Lauras Bielinis

“…In the career activity of a politician, an aptitude to manipulate with the complexes of democratic values becomes a compulsory "collection of a gentleman." …”
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Intercalating Graphite‐Based Na‐Ion Battery Anodes with Integrated Magnetite by Rukshan Karunarathna, Harsha Ranasinghe Arachchige, Shadeepa Karunarathne, W. Parakrama Sanjeewa Lakshitha Wijesinghe, Chanaka Sandaruwan, M. M. M. Prasanga Gayanath Mantilaka, Yasun Y. Kannangara, Amr M. Abdelkader

“…The effectiveness of the synthesized is reflected in the obtained high discharge capacitance of 420 mAh g−1, with 96% capacitive retention over 1000 cycles. …”
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Integrated transcriptomic and functional modeling reveals AKT and mTOR synergy in colorectal cancer by Marcin Duleba, Eliza Zimoląg, Joanna Szuszkiewicz, Marcin Serocki, Joanna Szklarczyk, Olga Dracz, Alexander Kurzejamski, Izabella Więckowska, Marcelina Chmiel, Barbara Lipert, Katarzyna Sarad, Joanna Krawczyk, Oleksii Bryzghalov, Agata Stachowicz-Wałaszek, Karolina Pyziak, Joanna Drozdowska, Krzysztof Baczyński, Konrad Wojtowicz, Maurycy Chronowski, Krzysztof Rataj, Magdalena Otrocka, Michał Mikula, Paula Feliksiak, Rafał Dziadziuszko, Tomasz Rzymski, Andrew Thomason, Krzysztof Brzózka, Andrzej Mazan

“…Importantly, our engineered model and patient-derived cells reflect the complexity and heterogeneity of primary tumors, not observed with standard immortalized cell lines, offering a more clinically relevant system, although further validation is needed. …”
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