Enhancing Privacy While Preserving Context in Text Transformations by Large Language Models by Tymon Lesław Żarski, Artur Janicki

“…We developed a conceptual solution that enhances user privacy by identifying and anonymizing named entity classes representing sensitive data while maintaining the original context by swapping source entities for functional data. Our approach utilizes natural language processing methods, combining machine learning tools such as MITIE and spaCy with rule-based text analysis. …”
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Non-synaptic interactions between olfactory receptor neurons, a possible key feature of odor processing in flies. by Mario Pannunzi, Thomas Nowotny

“…To navigate a plume and, for example, find food, they must solve several challenges, including reliably identifying mixtures of odorants and their intensities, and discriminating odorant mixtures emanating from a single source from odorants emitted from separate sources and just mixing in the air. …”
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High Strength Anhydrite Cement Based on Lime Mud From Water Treatment Process: One Step Synthesis in Water Environment, Characterization and Technological Parameters by Maksim Kamarou, Hongbin Tan, Dmitry Moskovskikh, Natallia Kulinich, Xiaoling Ma, Feihua Yang, Evgenii Beletskii, Elena Alekseeva, Sergey Yudin, Valentin Romanovski

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Unfavourable results in thumb reconstruction by Samir M Kumta

“…With refinements in microsurgery, the foot has become a major source of tissue for component replacement in the thumb. …”
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Recapitulating the bone extracellular matrix through 3D bioprinting using various crosslinking chemistries by Laurens Parmentier, Edward Vermeersch, Sandra Van Vlierberghe

“…Bioprinting allows to spatially organize cellular niches influencing mechanobiology into tissue engineered constructs thereby aiming to achieve a similar functional complexity as the various tissues present within bone. …”
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Hydrochemical Characteristics and Control Factors of Strontium Enrichment of Groundwater in the Eastern Sanjiang Plain, China by Jingjie Li, Mingguo Wang, Tao Yang, Sheng Lian, Huaisheng Zhang, Chao Bian, Xuqing Wang, Shixiong Tian

“…Strontium (Sr) is one of the essential trace elements in the human body, which has important biological significance for human physiological function. In this paper, 41 groundwater samples collected from Shengli Farm in the eastern Sanjiang Plain were used to study the hydrochemical characteristics of Sr2+ enrichment and its control factors by correlation analysis, principal component analysis, and Gibbs model, which is helpful to guide the rational development and utilization of local groundwater resources and ecological environment protection.The findings indicate that the groundwater exists in a reducing environment characterized by acidity and low salinity, with predominant cations being Ca2+ and Mg2+, and predominant anions being HCO3−. …”
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Optimizing energy efficiency in residential buildings: A comprehensive evaluation of solar concrete water heaters integrated with photovoltaics and thermoelectric cooling by Balamurali Duraivel, Natarajan Muthuswamy

“…This roof design offers a sustainable solution to residential energy demands, reducing dependence on conventional sources.…”
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A Narrative Review of the Efficacy of Long COVID Interventions on Brain Fog, Processing Speed, and Other Related Cognitive Outcomes by Bryana Whitaker-Hardin, Keith M. McGregor, Gitendra Uswatte, Kristine Lokken

“…Neurocognitive symptoms are reported by up to 40% of long COVID patients, with resultant effects of loss of daily functioning, employment issues, and enormous economic impact and high healthcare utilization. …”
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Identification of intratumoral bacteria that enhance breast tumor metastasis by Zachary J. Gerbec, Antonio Serapio-Palacios, Avril Metcalfe-Roach, Zakhar Krekhno, Haggai Bar-Yoseph, Sarah E. Woodward, Jorge Pena-Díaz, Oksana Nemirovsky, Shannon Awrey, Sebastian H. Moreno, Sean Beatty, Esther Kong, Nina Radisavljevic, Mihai Cirstea, Shawn Chafe, Paul C. McDonald, Sam Aparicio, B. Brett Finlay, Shoukat Dedhar

“…We also identified enrichment of specific bacterial functions, providing insight into possible sources of bacteria-driven increases in the metastatic potential of multiple cancer types.…”
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Physical Processing-Assisted pH Shifting for Food Protein Modification: A Comprehensive Review by Ruiqi Long, Yuanyuan Huang, Mokhtar Dabbour, Benjamin Kumah Mintah, Jiayin Pan, Minquan Wu, Shengqi Zhang, Zhou Qin, Ronghai He, Haile Ma

“…Importantly, they reduce reliance on extreme chemical conditions, providing greater sustainability in industrial applications, particularly in food product development where milder processing conditions help preserve nutritional quality and functional properties. In that sense, this combined treatment approach provides a promising and eco-efficient protein modification strategy, and bridges technological innovation with sustainable resource utilization.…”
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Harnessing the future: Exploring digital twin applications and implications in renewable energy by Concetta Semeraro, Haya Aljaghoub, Hamad Khalid Mohamed Hussain Al-Ali, Mohammad Ali Abdelkareem, Abdul Ghani Olabi

“…This paper comprehensively reviews the latest research on the context, applications, lifecycle, functions, and architecture of digital twin technology in renewable energy systems.…”
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A twenty-two-year journey of sustainable human resource management research: bibliometric analysis by Md. Nazmus Sakib, Md. Akmol Uddin, Towhida Akter Kona, Kanta Sharmin, Md. Mizanur Rahman, Mohammad Sahabuddin

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A user-friendly NoSQL framework for managing agricultural field trial data by Steven H. Wu, Tristan A. Mueller

“…This framework includes functions for non-technical users, including importing and exporting data, data integration and manipulation, and performing statistical analysis. …”
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DATA SCIENCE, CANCER AND SEQUENCING ANALYSES by Mehmet Baysan

“…Data science aims to utilize digital data to develop solutions to improve human life. …”
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Performance Analysis for Exact and Upper Bound Capacity in DF Energy Harvesting Full-Duplex with Hybrid TPSR Protocol by Phu Tran Tin, Phan Van-Duc, Tan N. Nguyen, Le Anh Vu

“…In this paper, we investigate the full-duplex (FD) decode-and-forward (DF) cooperative relaying system, whereas the relay node can harvest energy from radiofrequency (RF) signals of the source and then utilize the harvested energy to transfer the information to the destination. …”
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Metagenomic insights into microbial diversity and potential pathogenic transmission in poultry farm environments of Bangladesh by Afroja Yasmin, M. Shaminur Rahman, S. M. Kador, Md. Mustak Ahmed, Md. Eashanul Karim Moon, Humaira Akhter, Munawar Sultana, Anowara Begum

“…Conversely, beneficial genera like Lactobacillus (36.89% in feed) and Enterococcus (10.78% in droppings) were prevalent, suggesting roles in gut health and nutrient cycling. Functional pathway analysis (KEGG) revealed that carbohydrate and amino acid metabolism were highly active in droppings and feed, reflecting nutrient utilization. …”
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Processing Challenges and Opportunities of Camel Dairy Products by Tesfemariam Berhe, Eyassu Seifu, Richard Ipsen, Mohamed Y. Kurtu, Egon Bech Hansen

“…Therefore, it is essential to understand the fundamental features of camel milk and initiate detailed multidisciplinary research to fully explore and utilize its functional and technological properties.…”
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Strategies for Digital Economy Operation of Urban Parks Guided by Gamification Methods by Zhaochen WANG

“…However, due to constraints such as construction scale, resource endowment, location and transportation, customer base, as well as external factors like public welfare attributes, funding sources, and policies, existing urban park operation strategies can hardly fully utilize the potential value of green spaces and achieve the ideal revenue capacity needed to support continuous park operation. …”
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Potential for non‐destructive astrochemistry using the ExoMars PanCam by Michael C. Storrie‐Lombardi, J.‐P. Muller, M. R. Fisk, A. D. Griffiths, A. J. Coates

“…We investigate the utility of adding a 365 nm ultraviolet (UV) light source to the ExoMars panoramic camera (PanCam) scheduled for launch in 2013. …”
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Edge Computing-Enabled Train Fusion Positioning: Modeling and Analysis by Hao Yin, Haifeng Song, Ruichao Wu, Min Zhou, Zixing Deng, Hairong Dong

“…Colored Petri Nets (CPNs) are utilized for the modeling and validation of the algorithm. …”
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