WDFS-DETR: A Transformer-based framework with multi-scale attention for small object detection in UAV Engineering Tasks by Jinjiang Liu, Yonghua Xie

“…The framework integrates four custom-designed components to jointly enhance detection accuracy and efficiency. First, BasicBlock-WTCM (Wavelet-based Transform Coordinate Module) improves small object perception by modeling spatial and channel semantics across scales. …”
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ECOLOGICAL TESTING OF GRAIN SORGHUM VARIETIES AND HYBRIDS by N. A. Kovtunova, V. V. Kovtunov, A. V. Baranovsky, A. E. Romanyukin, E. A. Shishova

“…The varieties manage to form high-grade grain to mid-September and do not need any costs on desiccation of sowings and drying of grain after harvesting to conventional humidity that testifies high economic efficiency of the ARC “Donskoy” varieties. Grain productivity is a complex trait, which consists of various quantitative elements. …”
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Expert information technology in the collection and analysis of computer data by M. H. Shcherbakovskyi, S. O. Kolomiitsev

“…Expert information technology as a complex category includes theoretical, legal, methodological, organisational, hardware, software and information components. …”
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Development and retrospective validation of an artificial intelligence system for diagnostic assessment of prostate biopsies: study protocol by Martin Eklund, Brett Delahunt, Lars Egevad, Hemamali Samaratunga, Mattias Rantalainen, Marcello Gambacorta, Einar Gudlaugsson, Bodil Ginnerup Pedersen, Xiaoyi Ji, Karina Dalsgaard Sørensen, Kelvin Szolnoky, Nita Mulliqi, Anders Blilie, Henrik Olsson, Matteo Titus, Geraldine Martinez Gonzalez, Sol Erika Boman, Masi Valkonen, Svein Reidar Kjosavik, José Asenjo, Paolo Libretti, Marcin Braun, Radzislaw Kordek, Roman Łowicki, Kristina Hotakainen, Päivi Väre, Benedicte Parm Ulhøi, Pekka Ruusuvuori, Toyonori Tsuzuki, Emilius Adrianus Maria Janssen, Kimmo Kartasalo

“…Many pathology departments are also facing an increasingly unsustainable workload due to rising prostate cancer incidence and a decreasing pathologist workforce coinciding with increasing requirements for more complex assessments and reporting. Digital pathology and artificial intelligence (AI) algorithms for analysing whole slide images show promise in improving the accuracy and efficiency of histopathological assessments. …”
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Seasonal fluctuations in individual milk parameters in free-range cows by S. M. Mykhailiutenko, L. M. Kuzmenko, B. V. Gutyj, Y. E. Mykhailiutenko

“…Their minimum and maximum limits were determined at Komyshuvatskyi Milk Complex LLC, which is key when determining the grade of milk. …”
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Simultaneous Determination of Quercetin and Trans-Resveratrol in Winemaking Waste by Solid Phase Microextraction Coupled to High-Performance Liquid Chromatography with Fluorescence... by Antonella Maria Aresta, Giovanna Mancini, Nicoletta De Vietro, Carlo Zambonin

“…This study establishes a reliable, sensitive, and efficient approach for the determination of these bioactive compounds in complex matrices, with potential applications in the food and pharmaceutical industries.…”
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Phosphorus-solubilizing fungi promote the growth of Fritillaria taipaiensis P. Y. Li by regulating physiological and biochemical reactions and protecting enzyme system–related gene... by Yueheng Wang, Lin Yuan, Lin Yuan, Yuhan Wang, Jiaqi Lang, Mingyan Ye, Qingqiu Liu, Qiang Ma, Nong Zhou

“…Phosphorus-solubilizing fungi can promote the dissolution of insoluble phosphate complex, which benefits plant nutrition. Another strategy for efficiently cultivating traditional Chinese medicine plants is to combine the soil with phosphorus-solubilizing fungi to provide nutrients and other desired features. …”
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Enabling Parallel Performance and Portability of Solid Mechanics Simulations Across CPU and GPU Architectures by Nathaniel Morgan, Caleb Yenusah, Adrian Diaz, Daniel Dunning, Jacob Moore, Erin Heilman, Evan Lieberman, Steven Walton, Sarah Brown, Daniel Holladay, Russell Marki, Robert Robey, Marko Knezevic

“…Efficiently simulating solid mechanics is vital across various engineering applications. …”
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Novel One-Pot Solvothermal Synthesis of High-Performance Copper Hexacyanoferrate for Cs+ Removal from Wastewater by Chi Ma, Zhenzhen Jiang, Senjian Han, Yafei Guo, Tianlong Deng

“…Efficient removal of radioactive cesium from complex wastewater is a challenge. …”
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Genetic variability of soybean pod maturity traits for environmental resilience and stress resistance using the Hayman model by G.W.A. Susanto, A. Sulistyo, M.J. Mejaya, R.D. Purwaningrahayu, Y. Prayogo, F.C. Indriani, R. Budiono, S.W. Indiati, M.S.Y.I. Bayu

“…BACKGROUND AND OBJECTIVES: The ripening of soybean pods plays a crucial role in the plant's growth and development phases, as it is closely connected to the scheduling of planting practices and optimizing time efficiency in agricultural activities. Estimation of the genetic parameters of pod maturity in soybean plants is important to study before developing a breeding program. …”
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Nano-island-encapsulated cobalt single-atom catalysts for breaking activity-stability trade-off in Fenton-like reactions by Zhi-Quan Zhang, Pi-Jun Duan, Jie-Xuan Zheng, Yun-Qiu Xie, Chang-Wei Bai, Yi-Jiao Sun, Xin-Jia Chen, Fei Chen, Han-Qing Yu

“…Characterized by minimal leaching of active sites, robust catalytic performance, and low-toxicity decontamination, this system proves highly efficient in multiple treatment cycles and complex water matrices. …”
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Spatial Characteristics and Influencing Factors of Human Settlement Environment in the Kuye River Basin by Zhonghua ZHANG, Hao WU

“…The balanced and concentrated sub-basins are conducive to the formation of abundant water resources and efficient settlement spatial structure. Basin terrain is an important factor influencing the human settlement environment in a basin, and the impact mode on the quality of the human settlement environment in a basin is “weak monomer, strong synergy”. …”
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Development of eco-friendly and cost-effective electrochemical sensor for the simultaneous detection of 4-aminophenol and paracetamol in water by Antía Fdez-Sanromán, Najib Ben Messaoud, Marta Pazos, Emilio Rosales, Raquel Barbosa Queirós

“…It was successfully tested in real freshwater samples, demonstrating high accuracy even in complex matrices. This innovative methodology provides a rapid, cost-effective, and portable analytical tool for routine monitoring of pharmaceutical contaminants, enabling more accurate environmental risk assessments and supporting the implementation of more efficient management strategies.…”
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Sustainable uric acid sensor based on a lab-fabricated electrode modified with rice straw-derived carbon materials by Pakin Noppawan, Jaroon Jakmunee, Andrew J. Hunt, Nontipa Supanchaiyamat, Suwiwat Sangon, Jamras Lerdsri, Thidarat Kruatian, Jantima Upan

“…Furthermore, the sensor demonstrates robust selectivity toward uric acid in the presence of typical interferents, underscoring its applicability for precise uric acid determination in complex biological matrices. …”
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A fully automated U-net based ROIs localization and bone age assessment method by Yuzhong Zhao, Yihao Wang, Haolei Yuan, Weiwei Xie, Qiaoqiao Ding, Xiaoqun Zhang

“…The method consists of two parts: a U-net-based backbone, selected for its strong performance in semantic segmentation, which enables precise and efficient localization without the need for complex pre- or post-processing. …”
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A Scalable Real-Time SDN-Based MQTT Framework for Industrial Applications by E. Shahri, P. Pedreiras, L. Almeida

“…Software-Defined Networking (SDN) is the forefront traffic management paradigm that offers flexibility for complex industrial networks, enabling efficient resource allocation and dynamic reconfiguration. …”
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Design and analysis of 3D-printed PLA scaffolds: Enhancing mechanical properties by Aquib Rahman, Kazi Farhan Tanvir, Halima Khatun Jui, Md. Tanvir Ahmed, Shah Md Ashiquzzaman Nipu, Shaikh Bin Hussain

“…This study provides notable contributions by providing easily manufacturable, cost-efficient new scaffold designs.…”
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Ub-POD: A Ubiquitin-Specific Proximity-Dependent Labeling Technique to Identify E3 Ubiquitin Ligase Substrates in Human Cells by Urbi Mukhopadhyay, Sophie Levantovsky, Christian Behrends, Sagar Bhogaraju

“…Here, we present an efficient protocol that enables the selective biotinylation of substrates of a given ubiquitin ligase. …”
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Immunoinformatics-Based development of a Multi-Epitope vaccine candidate targeting coinfection by Klebsiella pneumoniae and Acinetobacter baumannii by Gul Afshan, Namrah Yaseen, Syed H Ali, Asad U. Khan

“…Molecular dynamics (MD) simulations of the vaccine-TLR4 complex predicted a net binding energy of -508.0 kJ/mol, indicating high stability. …”
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MRDDA: a multi-relational graph neural network for drug–disease association prediction by Congzhou Chen, Yaozheng Zhou, Yinghong Li, Jin Xu, Demin Li, Lingfeng Wang

“…Biological entities such as drugs, genes, proteins, RNA, and diseases interact within a complex network. How to adequately extract the intrinsic relationships among them and accurately predict the drug-disease associations remains a challenge. …”
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