Enhancing chemical reaction search through contrastive representation learning and human-in-the-loop by Youngchun Kwon, Hyunjeong Jeon, Joonhyuk Choi, Youn-Suk Choi, Seokho Kang

“…Scientific contribution This study seeks to enhance the search functionality of chemical reaction databases by drawing inspiration from recommender systems. …”
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Optimizing HVAC energy efficiency in low-energy buildings: a comparative analysis of reinforcement learning control strategies under Tehran climate conditions by Mohammad Anvar Adibhesami, Amir Hassanzadeh

“…Model B consisted of a deep convolutional network architecture with 256 neurons in each hidden layer, employing rectified linear units as activation functions and the Adam optimizer at a learning rate of 0.001. …”
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Analysis of the Factors of Spatial Placement of Logistics Facilities by Mikhail V. Kizimirov, Evgenii V. Chernyaev

“…The main element of the study was the aggregation of data on logistics facilities, which contributed to an empirical understanding of the characteristics, functions and spatial distribution of the infrastructure. …”
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Application of a locally developed open-access digital monitoring system for the human milk bank network in Vietnam by Tuan Thanh Nguyen, Hoang Thi Tran, Khoa Thanh Nhat Tran, Oanh Thi Xuan Nguyen, Anh Tu Thi Nguyen, Roger Mathisen

“…The successful scaling up of HMB services and the monitoring system to other regions in Vietnam demonstrates the project's effectiveness and potential for broader impact. The system's adaptability has allowed continuous improvements and integration of new functions, such as financial reporting and consumables tracking. …”
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ORTHOMYXO- AND PARAMYXOVIRUSES IN MARINE MAMMALS by Marina G. Gulyaeva, Alexander Yu. Alekseev, Kirill A. Sharshov, Gayirbeg M. Abdurakhmanov, Alimurad A. Gadzhiev, Madina G. Daudova, Madina Z. Magomedova, Alexander M. Shestopalov

“…Marine mammals play the role of "sentries", standing guard over the health and functioning of marine ecosystems. The analysis of data reported in literature was carried out to understand and to evaluate a circulation of representatives of the Orthomyxoviridae and Paramyxoviridae, dangerous pathogens capable to cause morbidity and mortality in marine warm-blooded animals. …”
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Comparative Analysis of Distance Learning Systems in the United Arab Emirates and the United States of America by Oleksii Nalyvaiko, Albina Khomenko, Daria Vereshchak, Danilo Poliakov

“…In the theoretical field, various aspects of the functioning of distance education are considered on the example of the analysis of the works of leading scientists in this field. …”
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Screen Culture and Literary Mythology of Mass Consciousness (two “Onegins” – 1999 and 2024) by Sergey N. Ilchenko

“…The author examines the adequacy of screen versions, taking into account the existing traditions of fi lm viewing and fi lm perception, determined not only by the practice of the viewers themselves, but also by the dominant information and analytical trends characteristic of mass communication channels, taking into account the circumstances of their functioning in each specifi c, chronological deterministic case. …”
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A scoping review of measurement of violence against women and disability. by Sarah R Meyer, Heidi Stöckl, Cecilia Vorfeld, Kaloyan Kamenov, Claudia García-Moreno

“…In terms of measurement of disability, we found that amongst the included manuscripts and reports, n = 75 utilized measures of functioning limitations (n = 20 of these were Washington Group questions), n = 15 utilized a single question approach and n = 67 defined participants in the research as having a disability based on a diagnosis or self-report of a health condition or impairment.…”
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Explicit Consideration of Plant Xylem Hydraulic Transport Improves the Simulation of Crop Response to Atmospheric Dryness in the U.S. Corn Belt by Yi Yang, Kaiyu Guan, Bin Peng, Yanlan Liu, Ming Pan

“…., high vapor pressure deficit, VPD), together with soil moisture stress, limits plant photosynthesis and threatens ecosystem functioning. Regions where rainfall and soil moisture are relatively sufficient, such as the rainfed part of the U.S. …”
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Improved Voltage Support Method for Unbalanced Grid Condition by CAO Xiaoqing, LI Te, LI Lin, CHEN Di, ZHOU Zhengxu, SHI Xiaojie

“…It maintains three-phase voltages within grid-connected standard limits despite changes in irradiance，temperature，or other factors causing photovoltaic power fluctuations or voltage-unbalance variations，significantly enhancing the adaptability of conventional VVC control functions.…”
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Identification of a novel splice variant form of the influenza A virus M2 ion channel with an antigenically distinct ectodomain. by Helen M Wise, Edward C Hutchinson, Brett W Jagger, Amanda D Stuart, Zi H Kang, Nicole Robb, Louis M Schwartzman, John C Kash, Ervin Fodor, Andrew E Firth, Julia R Gog, Jeffery K Taubenberger, Paul Digard

“…We show that mRNA4 encodes a novel M2-related protein (designated M42) with an antigenically distinct ectodomain that can functionally replace M2 despite showing clear differences in intracellular localisation, being largely retained in the Golgi compartment. …”
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Types of Attributive Constructions in Middle English Poetry by E. A. Nilsen, I. K. Mashko

“…The research focuses on attributive constructions functioning in Middle English poetic texts. The analysis of the identified attributive structures using a morphological approach is carried out. …”
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Incorporating CAPM into Capital Structure Theories: Accounting for Business and Financial Risks by P. N. Brusov, T. V. Filatova, V. L. Kulik

“…The latest versions of the two main theories of capital structure (BFO and MM), adapted to the established financial practice of the functioning of companies, are used, taking into account the real conditions of their work, such as variable income, frequent income tax payments, advance income tax payments, etc. …”
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Development of a framework for safety and resilience in overhead power cables: Use of a fuzzy inference system for risk and reliability analysis by A.M. Sakura R.H. Attanayake, R.M. Chandima Ratnayake, T. Markeset

“…Under this methodology, the FIS models uncertainties in asset performance, using expert-defined rules and membership functions to categorize risk levels and assess failure severity. …”
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From IP3RPEP6 Inhibition of IP3 receptor channels to insights: do channel subunits collaborate or cooperate? by Katja Witschas, Siyu Tao, Luc Leybaert

“…Abstract Inositol 1,4,5-trisphosphate (IP3) receptor channels are intracellular ion channels activated by IP3 and provoking Ca2+ release from ER/SR stores, playing fundamental roles in various cell functions ranging from fertilization up to cell death control. …”
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Multi‐locus genome‐wide association study for grain yield and drought tolerance indices in sorghum accessions by Yirgalem Tsehaye, Temesgen M. Menamo, Fetien Abay, Taye Tadesse, Kassahun Bantte

“…Understanding the identified genes and their functions provides insights into the genetic mechanisms governing plant responses to drought stress, offering prospects for developing improved drought‐resistant sorghum varieties through further genetic research.…”
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Prediction of Residual Life of Rolling Bearings Based on Multi-Scale Improved Temporal Convolutional Network (MITCN) Model by Keru Xia, Qi Li, Luyuan Han, Zhaohui Ren, Hengfa Luo

“…By introducing a multi-scale expanded causal convolution residual structure, improved temporal convolutional network (ITCN) modules with different expansion factors capture information on different time scales and combine soft threshold functions and channel attention mechanisms to adaptively generate thresholds and eliminate redundant information. …”
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Technology Acceptance and Usability of a Therapy System with a Humanoid Robot Serving as Therapeutic Assistant for Post-Stroke Arm and Neurovisual Rehabilitation—An Evaluation Base... by Thomas Platz, Alexandru-Nicolae Umlauft, Ann Louise Pedersen, Peter Forbrig

“…<b>Conclusions:</b> A high degree of technology acceptance and its constituents, i.e., perceived functionality and social behaviour of the humanoid robot and own emotions while using the system, could be corroborated among stroke survivors who used the therapeutic system E-BRAiN.…”
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A Review of Biochar from Biomass and Its Interaction with Microbes: Enhancing Soil Quality and Crop Yield in <i>Brassica</i> Cultivation by Kritsana Jatuwong, Worawoot Aiduang, Tanongkiat Kiatsiriroat, Wassana Kamopas, Saisamorn Lumyong

“…Biomass is a renewable and abundant resource and can be converted through pyrolysis into biochar, which has high porosity, abundant surface functionalities, and the capacity to retain nutrients. …”
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THE MAIN RISKS OF ECONOMIC SECURITY OF THE CONSTRUCTION INDUSTRY ENTERPRISES, THEIR IDENTIFICATION AND MANAGEMENT by Nataliia Chekh, Darina Vershynina, Andrey Lub

“…Conclusions regarding the main features of the activity of construction enterprises and nature of risks in their functioning are made.…”
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