Evaluating the Impacts of Community-Campus Engagement on Population Health in Ottawa and Thunder Bay, Canada: Protocol for a Mixed Methods Contribution Analysis by David Buetti, Cynthia Larche, Michael Fitzgerald, Isabelle Bourgeois, Erin Cameron, Kady Carr, Tim Aubry, Sydney Persaud, Claire E Kendall

“…Measuring the impacts of CCE is inherently complex due to factors such as diverse stakeholders, context-specific variables, and dynamic interactions within a community. …”
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Fuel stores and time of day account for variation in serum metabolomes of passerine migrants stopping over by Sean V. Zimin, Anna Zimin, Eyal Shochat, Yariv Brotman, Ofer Ovadia

“…Discerning the metabolic processes underlying migrants' physiology, an emergent property of multiple continuous and dynamic organism–environment interactions, is therefore challenging, particularly under natural conditions. …”
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Evaluation of Automated Object-Detection Algorithms for Koala Detection in Infrared Aerial Imagery by Laith A. H. Al-Shimaysawee, Anthony Finn, Delene Weber, Morgan F. Schebella, Russell S. A. Brinkworth

“…Effective detection techniques are important for wildlife monitoring and conservation applications and are especially helpful for species that live in complex environments, such as arboreal animals like koalas (<i>Phascolarctos cinereus</i>). …”
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AttenFlow: Context-Aware Architecture with Consensus-Based Retrieval and Graph Attention for Automated Document Processing by Xianfeng Zhang, Bin Hu, Shukan Liu, Qiao Sun, Lin Chen

“…First, we propose the retriever consensus confidence fusion (RCCF) method, which addresses the limitations of conventional hybrid retrieval approaches by introducing consensus-based fusion strategies that dynamically adapt to retriever agreement levels while providing confidence estimates for results. …”
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Multi-relation-pattern knowledge graph embeddings for link prediction in hyperbolic space by Longxin Lin, Huaibin Qin, Quan Qi, Rui Gu, Pengxiang Zuo, Yongqiang Cheng

“…Using the properties of hyperbolic space, where the space near the center is small and the space away from the center is large, the MuRP model achieves effective KG embedding even in low-dimensional training conditions, making it particularly suitable for dynamic environments typical of intelligent networks. …”
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Efficient Stereo Visual Odometry on FPGA Featuring On-Chip Map Management and Pipelined Descriptor-Based Block Matching by Yuki Ichikawa, Kazushi Kawamura, Masato Motomura, Thiem van Chu

“…These irregular patterns arise from the dynamic and non-uniform nature of feature detection, stereo matching, and map management, which vary significantly with scene complexity and camera movement. …”
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Surface-functionalized UIO-66-NH2 for dual-drug delivery of vancomycin and amikacin against vancomycin-resistant Staphylococcus aureus by Nazanin Rahmanian, Pooria Moulavi, Fatemeh Ashrafi, Aram Sharifi, Sepideh Asadi

“…Future studies, particularly in vivo models, are necessary to evaluate the safety, efficacy, and clinical applicability of these nanoparticles for the treatment of bacterial infections.…”
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Needle stick injuries among emergency medical services personnel: a systematic review and meta-analysis by Ali Sahebi, Somayeh Tahernejad, Ehsan Rezaei, Fatemeh Shahmahmoudi, Sogand Pirhadi, Azadeh Tahernejad

“…Clinical trial number Not applicable.…”
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Differential effects of sole and phosphorus based nitrogen fertilizer sources on wheat growth and nutrient use efficiency by Hafiza Maria Asghar Alvi, Wazir Ahmed, Muhammad Yaseen, Subhan Danish, Nawaf Alshamamri, Safia Obaidur Rab, Rahul Datta

“…Optimizing fertilization strategies, particularly through balanced fertilizer applications, is crucial to enhancing nutrient use efficiency and ensuring sustainable crop yields under these dynamic environmental conditions. …”
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An Improved Diagnosis Approach for Short-Circuit Fault Diagnosis in MPC-Based Current Source Inverter System by Jonggrist Jongudomkarn, Pirat Khunkitti, Apirat Siritaratiwat

“…Due to its excellent dynamic performance, the model predictive current control (MPC) method is widely adopted in power inverter systems, such as current source inverters (CSI). …”
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Preparation of Organic Amine-Intercalated Magnesium Phosphate and Magnesium Boron Phosphate and Their Tribological Properties as a Solid Lubricant by MA Chong, XU Xiaoqi, KONG Xiaowei, LI Yanqiu, ZHANG Yanfei, QIAO Li, HE Xuexue, LI Kangwei, ZHANG Xiaosheng, LIU Lei

“…With the development of modern industry，the demand for lubrication in various working environments has become increasingly stringent.Conventional lubricants can no longer fully meet the performance requirements of mechanical operating conditions，making the development of new lubricants a critical research focus.To meet the requirements of comprehensive salt-lake resource utilization，two novel solid lubricant materials，organic amine-intercalated magnesium phosphate (MgP-18N) and organic amine-intercalated magnesium boron phosphate (BP-18N)，were prepared via a mixed solvothermal method.Their tribological properties as lithium-based grease additives were investigated using an oscillating ball-on-disc tribometer.Results showed that the optimal addition amounts of both MgP-18N and BP-18N in lithium-based grease were 3.0%.The addition of MgP-18N and BP-18N increased the extreme pressure load capacity of the lithium-based grease to 700 N and 800 N，respectively.Both MgP-18N and BP-18N demonstrated excellent high-temperature applicability.After treatment at 700 ℃，the samples maintained superior friction-reducing performance during a 10 h long-term tribological test under a 300 N load，with the friction coefficient consistently remaining at a low level (around 0.1) and with stable dynamic curves.Overall，BP-18N exhibited superior tribological performance.The morphology，elemental distribution and chemical states of the worn surfaces were analyzed using a three-dimensional (3D) optical profiler，scanning electron microscopy (SEM)，energy dispersive spectroscopy (EDS) and X-ray photoelectron spectroscopy (XPS).During the friction process，both MgP-18N and BP-18N readily adhered to the worn surfaces，forming lubricating protective films that effectively prevented direct contact between the surfaces of friction pairs.Notably，BP-18N underwent chemical reactions during friction，generating iron-boron compounds，boron oxides，and boron-nitrogen compounds，which significantly enhanced the tribological performance of lithium-based grease.…”
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The Effect of Isometric Exercise Position on the Effectiveness of Isolated Work of the Thigh Flexor Muscles Based on the Results of the sEMG Study by Joanna Zyznawska, Grzegorz Frankowski, Ewa Wodka-Natkaniec, Joanna Skoczek

“…Their frequent injuries are the result of overload related to, among others, dynamic running or jumping, and inadequate preparation for athletics activities. …”
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An Adaptive Approach in Channel Quantization for Small Cells Based on Per-Receiver Antenna Quantization by Sanjeeb Shrestha, Xiaoying Kong, Paul Kwan, Xiaojing Huang

“…The widespread deployment of small cells (SCs) plays a crucial role in enhancing system capacity, coverage, and quality of service (QoS) for smart applications. However, due to the dynamic nature of user demands and the limited resources available, SCs cannot support large quantization codebooks, which are typically more suitable for macro cells (MCs) in finite rate feedback (FRF)-based multiple input single output (MISO) systems. …”
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Comprehensive inventory of large hydropower systems in the Italian Alpine Region by A. Galletti, A. Galletti, S. Zarghami Dastjerdi, S. Zarghami Dastjerdi, B. Majone

“…IAR-HP holds potential for numerous applications to inform decision-making in the dynamic context of climate change. …”
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Pseudo-LiDAR With Two-Dimensional Instance for Monocular Three-Dimensional Object Tracking by Rui Gao, Junoh Kim, Phuong Minh Chu, Kyungeun Cho

“…Establishing a framework capable of performing 3D object tracking is crucial for various applications, such as autonomous driving and robot navigation. …”
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Semantic Fusion Algorithm of 2D LiDAR and Camera Based on Contour and Inverse Projection by Xingyu Yuan, Yu Liu, Tifan Xiong, Wei Zeng, Chao Wang

“…It is specifically designed to be versatile and applicable to both linear and arc features, significantly broadening the range of features that can be utilized in various tasks. …”
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DFT simulation to study the mechanical, electronic, thermal and superconducting properties of borocarbides materials AX2B2C where A = Y, La, Th and X = Pd, Pt by Md. Atikur Rahman, Asma Khatun, Dayal Chandra Roy, Mezba Chowdhury, Ahmad Irfan

“…The high machinable index confirm the damage-tolerant, high lubricant and lower friction values which ensures the industrial applications of the titled phases. The moderate Debye temperature ensure the thermal conductive nature of these compounds. …”
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A big data analysis algorithm for massive sensor medical images by Sarah A. Alzakari, Nuha Alruwais, Shaymaa Sorour, Shouki A. Ebad, Asma Abbas Hassan Elnour, Ahmed Sayed

“…We employed the recursive feature elimination (RFE) and dynamic principal component analysis (DPCA) algorithms for feature selection and extraction. …”
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Unravelling the Erythropoietin Heterodimeric Complex: In Silico Analysis of Complex Assembly and Binding Interface by Atiya Habib, Urooj Qureshi, Mohammad Nur-e-Alam, Aftab Ahmed, Zaheer Ul-Haq

“…Inspired by the potential therapeutic applications, we aimed to investigate the interaction pattern of EpoR/βcR using in silico tools. …”
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Lipid liquid-crystalline nanoparticles as a suitable platform for accommodating sensitive membrane proteins: monitoring the activity of HMG-CoA reductase by Michalina Zaborowska-Mazurkiewicz, Ewa Nazaruk, Renata Bilewicz

“…We characterized these hexosomes using dynamic light scattering (DLS), small-angle X-ray scattering (SAXS), and cryogenic electron microscopy (Cryo-TEM) methods, both with and without the encapsulated protein. …”
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