Bioconversion of food waste into compost using rotary drum composter for agricultural utilization by Hrishikesh Shivam, Mulbah Rufus Flomo, Dayanand Sharma, Tushar Bansal, Pooja Jha

“…Purpose: The goal of this research was to create a higher-quality compost produced by mixing sawdust with food waste and dry leaves in four different trials in a rotary drum composting unit. Method: A customized PVC composter, designed to prevent corrosion and overheating, including aeration holes spaced 15 cm apart. 500 kg of waste, sourced from Sharda University and local areas, was mixed for optimal moisture levels and divided into four trials: food waste (FW), FW with leaf powder (FW + LP), FW with sawdust (FW + SD), and food waste with leaf powder and sawdust (FW + LP + SD). …”
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Collaborative filtering based on GNN with attribute fusion and broad attention by MingXue Liu, Min Wang, Baolei Li, Qi Zhong

“…In recent years, graph neural networks (GNN) based CF models have effectively addressed the limitations of nonlinearity and higher-order feature interactions in traditional recommendation methods, such as matrix decomposition-based methods and factorization machine approaches, achieving excellent recommendation performance. …”
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Harnessing Hemp (<i>Cannabis sativa</i> L.) Seed Cake Proteins: From Concentrate Production to Enhanced Choux Pastry Quality by Tatiana Capcanari, Eugenia Covaliov, Cătălina Negoița

“…Sensory attributes were assessed using the check-all-that-apply (CATA) method, where a trained panel selected applicable descriptors from a predefined list. …”
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The Effect of Use of Local Organic Microorganism Fertilizers on Rice Media, Banana Sticks, And Tongol Fish on The Growth of Arabika Coffee Plants (Coffea arabica L.) in The Gunung... by Suyamto Suyamto, M. Hujaji, Hadi Susilo, Swastika Oktavia, Mu'jijah Mu'jijah

“…The first factor is the source material consisting of 3 levels, namely: M1 = stale rice, M2 = banana stem, and M3 = tuna. …”
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Ukrainian Scientists in the Second Polish Republic Between Science and Politics: the Case of Myron Korduba by Віталій Тельвак, Святослав Журавльов

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COMPARATIVE CHARACTERISTICS OF AUTOTRANSPLANTS FOR THE TREATMENT OF ORBITAL DAMAGES by D.S. Avetikov, D.V. Steblovskyi, O.P. Buhanchenko, V.M. Havryliev, I.V. Boyko, K.P. Lokes

“…Discussions continue regarding the most optimal method of surgical treatment based on the estimated characteristics of the frequency and nature of complications in the immediate and distant postoperative period. …”
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A literature review on waste management treatment and control techniques by Dharmendra Hariyani, Poonam Hariyani, Sanjeev Mishra, Milind Kumar Sharma

“…It also advocates for policy innovations that incentivize waste reduction at the source and promote sustainable practices. The findings underscore the need for interdisciplinary research and informed policy development to optimize waste management systems. …”
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Ground deformation in and around Jigokudani valley, Tateyama volcano, Japan, during the period of 2021–2022 revealed from combined data of leveling surveys and GNSS observations by Kohei Hotta

“…Assuming a Poisson’s ratio of 0.25, the optimal parameters for the source were searched using Adam, one of a gradient method. …”
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DEVELOPMENT OF DATA MESH DATA PLATFORM WITH ML DOMAIN OF DATA ANALYSIS by M. Fostyak, L. Demkiv

“…All domains have their own operational data source. Each domain team builds a data product for their domain, which includes only cleaned, processed, and selected data. …”
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Biostimulant Extracts Obtained from the Brown Seaweed <i>Cystoseira barbata</i> Enhance the Growth, Yield, Quality, and Nutraceutical Value of Soil-Grown Tomato by Yagmur Arikan-Algul, Hande Mutlu-Durak, Umit Baris Kutman, Bahar Yildiz Kutman

“…The observed effects were strongly influenced by the extraction method, which alters the extract composition. Extracts from sustainably sourced <i>C. barbata</i> may contribute to improved productivity and quality in horticulture; however, further research is needed to enable the standardized production of <i>C. barbata</i>, optimize biostimulant formulations, and validate their effectiveness under field conditions.…”
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Heart Sound Classification Using Harmonic and Percussive Spectral Features from Phonocardiograms with a Deep ANN Approach by Anupinder Singh, Vinay Arora, Mandeep Singh

“…These are refined using the ROC-AUC feature selection method to ensure optimal performance. The deep feed-forward ANN model was rigorously trained and validated on a balanced dataset. …”
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The Use of Milk Protein in the Production of Jelly Products by Krylova E., Savenkova T., Rudenko O., Mavrina E.

“…The authors employed standard methods, e.g. physico-chemical, rheological, and organoleptic. …”
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Bio-Fabricated Aluminum Oxide Nanoparticles Derived from Waste Pharmaceutical Packages: Insight into Characterization and Applications by Jamilah M. Al-Ahmari, Reem M. Alghanmi, Ragaa A. Hamouda

“…Aluminum oxide nanoparticles (P/Al₂O₃-NPs) were produced using a green method that utilized pharmaceutical packaging waste as an aluminum source and marine algae extract (<i>Padina pavonica</i>) as reducing and stabilizing agents and that was characterized by XRD, EDX, SEM, TEM, and zeta potential. …”
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Extracting fluorescent reporter time courses of cell lineages from high-throughput microscopy at low temporal resolution. by Mike J Downey, Danuta M Jeziorska, Sascha Ott, T Katherine Tamai, Georgy Koentges, Keith W Vance, Till Bretschneider

“…Here we present an extendible framework based on the open-source image analysis software ImageJ, which aims in particular at analyzing the expression of fluorescent reporters through cell divisions. …”
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MHD flow and heat transfer of Carreau nanofluid with slip effects, and modified Fourier–Fick’s law heat–mass fluxes over a paraboloid surface in porous medium by Tadesse Lamesse, Wubshet Ibrahim

“…The governing nonlinear, coupled partial differential equations are converted into an ordinary differential system using similarity variables and then solved numerically using the finite element method. Sensitivity analysis using the response surface methodology exhibits the conditions for optimized heat transfer. …”
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Translational PK–PD model for in vivo CAR‐T‐cell therapy delivered using CAR mRNA‐loaded polymeric nanoparticle vector by Se Jin Kim, Ganesh M. Mugundu, Aman P. Singh

“…Model‐based simulations indicate that optimizing dose and dosing frequency can achieve sustained CAR expression, despite the transient protein expression characteristic of mRNA‐based therapies. …”
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Road Pothole Recognition and Size Measurement Based on the Fusion of Camera and LiDAR by Yongxiang Cai, Mingxing Deng, Xin Xu, Wei Wang, Xiaowei Xu

“…Finally, experiments conducted using the open-source KITTI Road dataset and real vehicle data reveal that our method accurately delineates pothole contours, achieving a 27.4% improvement in accuracy over single LiDAR methods and reducing the average processing time by 88.2%. …”
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Developing lightweight structural concrete with enhanced thermal and durability properties through nano-silica and expanded polystyrene integration by Sabry A. Ahmed, Esraa Ebrahem, Ahmed A. M. El-Amir, M. S. El-Feky

“…The thermal performance of the concrete mixtures was systematically evaluated using the advanced transient plane source method, providing insights into thermal conductivity, thermal diffusivity, and volumetric heat capacity. …”
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Malaria mortality in Brazil: an age-period cohort study by Lucas Casagrande Passoni Lopes

“…Methods This ecological study analysed malaria mortality data in Brazil from 1980 to 2024, sourced from DATASUS. …”
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Intrapleural fibrinolytic therapy for pleural infections: Outcomes from a cohort study by Glenn Khai Wern Yong, Jonathan Jia Jun Wong, Xiaoe Zhang, Carmen Pei Sze Tan, Xiao Na Wang, Poh Seo Quek, Kim Hoong Yap

“…Intrapleural fibrinolytic therapy (IPFT) utilising alteplase and dornase is a treatment option for patients unsuitable for surgery. The optimal dose of alteplase is unknown, and factors affecting treatment success in an Asian population are unclear. …”
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