HD-6mAPred: a hybrid deep learning approach for accurate prediction of N6-methyladenine sites in plant species by Huimin Li, Wei Gao, Yi Tang, Xiaotian Guo

“…This study aimed to develop a robust method to address these challenges. Methods We proposed HD-6mAPred, a hybrid deep learning model that combines bidirectional gated recurrent unit (BiGRU), convolutional neural network (CNN) and attention mechanism, along with various DNA sequence coding schemes. …”
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Comparative Analysis of the Oxy-Fuel Kinetic Mechanisms by the Ignition Delay Time of Methane by Sergey Osipov, Vladimir Sokolov, Vadim Yakovlev, Muhammad Maaz Shaikh, Nikolay Rogalev

“…One of the problems in the widespread use of oxy-fuel combustion is a lack of comparative studies on the existing oxy-fuel combustion kinetic mechanisms depending on mixture composition, which complicates the choice of a kinetic mechanism for modeling oxy-fuel combustion. …”
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Action Mechanism and Simulation Research on Collaborative Knowledge Management Capability to Innovate Smart Services of New Think Tanks by Chunyan LIU, Tong ZHOU

“…Through system dynamics simulation, it is possible to observe which key factors should be emphasized in long-term development, providing reference basis for organizational development. [Method/Process] This article takes knowledge ecology as the theoretical support, analyzes the composition of collaborative knowledge management capability and its mechanism of action on innovative smart services in new think tanks, and uses system dynamics methods to construct a model of the effect of collaborative knowledge management capability on innovative smart services in new think tanks. …”
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A systematic approach to the quality assessment of printed products by Havenko Svitlana, Labetska Marta, Havenko Mykola, Boychuk Yaroslav, Karpa Igor

“…To create one or another model of the system, it is first necessary to carry out its verbal and informational description and tuple recording. …”
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3D Convective Urca Process in a Simmering White Dwarf by Brendan Boyd, Alan Calder, Dean Townsley, Michael Zingale

“…Additionally, the convection is relatively slow (Mach number less than 0.005) and thus a low Mach number method is needed to model the flow over many convective turnovers. …”
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Research on the microstructure influence mechanism of hydraulic asphalt concrete based on fuzzy sets by Fang Jianyin, Bian Junhua, Constantinos Soutis, Dang Faning, Qin Yuan, Ren Jie, Gao Jun

“…To investigate the evolution mechanism of micromechanical properties of hydraulic asphalt concrete with varying aggregate content and porosity, a novel method combining CT scanning technology and fuzzy set theory is proposed. …”
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Prefabricated Corbel Keyway Hollow Column Inspection Pit for Urban Rail Transit Inspection Depot by LIU Guan, ZHAO Hai, ZHAI Beibei, ZHANG Guangming

“…In this regard, it is necessary to propose a new type of prefabricated corbel keyway column (hereinafter abbreviated as PCKC) inspection tunnel bed. ［Method］ The structural composition and design of the prefabricated column and cast-in-place track bed of the new PCKC inspection pit is introduced. …”
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Toxicological and morphological aspects of nano-TiO2 and nano-TiO2-Ag acute action on the liver of mice by O. P. Yavorovskyi, S. I. Savosko, V. M. Riabovol, T. O. Zinchenko

“…To study the toxic effect of TiO2 and TiO2-Ag nanopowders on the morphology and elemental composition of the laboratory mice liver. Materials and methods. …”
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CT-Derived Features as Predictors of Clot Burden and Resolution by Quentin Auster, Omar Almetwali, Tong Yu, Alyssa Kelder, Seyed Mehdi Nouraie, Tamerlan Mustafaev, Belinda Rivera-Lebron, Michael G. Risbano, Jiantao Pu

“…Other multivariate models integrating demographic features showed comparable performance, while models solely based on body composition and baseline clot burden demonstrated inferior performance. …”
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Metformin-mediated intestinal AMPK activation ameliorates PCOS through gut microbiota modulation and metabolic pathways by Yating Xu, Li Ning, Yu Si, Xiu Li, Ruyue Wang, Qingling Ren

“…Despite current treatments, effective management strategies targeting underlying mechanisms remain limited.MethodsIn this study, we used a rat model of PCOS induced by letrozole and a high-fat diet. …”
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Mechanical Properties of Medical Microbubbles and Echogenic Liposomes—A Review by Hussain Alsadiq, Zahra Alhay

“…On the other hand, inconsistencies in experimental protocols hinder direct comparison across studies, highlighting the need for standardized characterization methods and improved computational modeling.…”
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Drying of Red Chili Pepper (<i>Capsicum annuum</i> L.): Process Kinetics, Color Changes, Carotenoid Content and Phenolic Profile by Andrzej Krzykowski, Stanisław Rudy, Renata Polak, Beata Biernacka, Anna Krajewska, Emilia Janiszewska-Turak, Iwona Kowalska, Jerzy Żuchowski, Bartosz Skalski, Dariusz Dziki

“…It was demonstrated that the Midilli model best described the drying kinetics for all methods across the entire measurement range. …”
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Classification of transaction costs of rent business entities by S.V. Bardash, Т.S. Osadcha

“…The methodological basis of the study is the dialectical method of knowing the essence of rent relations and measures to improve them; bibliographic method for identification of transaction costs in the context of theories of ownership, institutionalism, agency relations and collaboration alliances as a theoretical basis for the implementation of rent relations; comparative analysis of the economic essence, causes and classification of transaction costs; abstract-logical method for substantiation of basic theoretical positions, formulation of conclusions; modeling method for constructing the classification of transaction costs of rent business entities. …”
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Study on the characteristics of Cd2+ adsorption of mineral processing wastewater by micro-organisms supported by hydrothermal carbon by Gang ZHOU, Xinyuan ZHANG, Shuailong LI, Qunzhi MENG, Jianjun YAO, Jinhao ZHANG, Hui ZHEN

“…The immobilized microbial activated carbon spheres (HC-PVA-SA-MOI) were prepared by a composite fixation method combining adsorption-embedding and cross-linking. …”
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Dual microbial inoculation for tripartite benefits: soybean biomass enhancement, root rot control and chlorothalonil residue reduction by Weiguang Jie, Weiguang Jie, Weiguang Jie, Min Zhang, Min Zhang, Yiwen Tan, Yiwen Tan, Haobo Yang, Wenkai Wang, Wenkai Wang, Lianbao Kan, Lianbao Kan

“…As global agriculture shifts toward an ecological civilization model, microbial fertilizers have emerged as a new strategy to promote plant growth and enhance soil fertility. …”
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iGPCR-drug: a web server for predicting interaction between GPCRs and drugs in cellular networking. by Xuan Xiao, Jian-Liang Min, Pu Wang, Kuo-Chen Chou

“…In the predictor, the drug compound is formulated by a 2D (dimensional) fingerprint via a 256D vector, GPCR by the PseAAC (pseudo amino acid composition) generated with the grey model theory, and the prediction engine is operated by the fuzzy K-nearest neighbour algorithm. …”
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Obtaining dry protein concentrates from secondary gelatin products by R. A. Voroshilin, A. Yu. Prosekov, M. G. Kurbanova

“…To carry out a set of experimental studies they used broth obtained by the method of hydrothermal treatment of bone at a temperature of 95±5°C for 90 to 180 minutes and its dry concentrate obtained later at the Mini Spray Dryer B-290 laboratory spray drying model (Buchi, Sweden). …”
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Clinically applicable antibiotic modification of ready-to-use calcium phosphate cement pastes by Alicia Zeiner, Johannes K. Konrad, Sandra Hinderer, Andreas Hoess, Sascha Heinemann, Uwe Gbureck

“…While the modification of classical aqueous powder/liquid cement pastes with antibiotics has been extensively investigated, only a few studies previously published aimed at drug modification of premixed cement pastes. Methods A simple method for modifying such ready-to-use pastes with the model antibiotic vancomycin is described. …”
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Systematic Literature Review on the Utilization of Tuber Crop Skins in the Context of Circular Agriculture by Aziz Caliskan, Norhidayah Abdullah, Noriza Ishak, Divine Senanu Ametefe, Imene Tatar Caliskan

“…The study aims to assess their multifaceted applications across sectors such as animal feed, bioenergy, material science, wastewater treatment, and food innovation, addressing the overarching research question of how tuber crop skins can contribute to a more sustainable agricultural model. Method: A rigorous review protocol was applied to analyze 26 articles sourced from ScienceDirect and Web of Science. …”
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Electrochemical and physical properties of magnesioferrite nanomaterial and photocatalytic degradation of methylene blue by Nolubabalo Matinise, A. Fall

“…Abstract This research successfully synthesized semiconductive magnesioferrite (MgFe2O4) nanomaterials using a green chemistry method that utilizes the natural extract of Moringa olefeira serving as both a reducing and oxidizing agent. …”
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