A lightweight transformer based multi task learning model with dynamic weight allocation for improved vulnerability prediction by Lan Liu, Zhanfa Hui, Guiming Chen, Tingfeng Cai, Chiyu Zhou

“…Traditional methods, such as single-task learning and ensemble approaches, often struggle with these challenges, particularly in detecting rare but critical vulnerabilities. To address this, we propose the MTLPT: Multi-Task Learning with Position Encoding and Lightweight Transformer for Vulnerability Prediction, a novel multi-task learning framework that leverages custom lightweight Transformer blocks and position encoding layers to effectively capture long-range dependencies and complex patterns in source code. …”
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On the usage of artificial intelligence in leprosy care: A systematic literature review. by Hilson Gomes Vilar de Andrade, Elisson da Silva Rocha, Kayo H de Carvalho Monteiro, Cleber Matos de Morais, Danielle Christine Moura Dos Santos, Dimas Cassimiro Nascimento, Raphael A Dourado, Theo Lynn, Patricia Takako Endo

“…It can result in physical disabilities and functional loss and is particularly prevalent amongst the most vulnerable populations in tropical and subtropical regions worldwide. …”
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Synthesizing the Academic Administrators’ Competencies: Developing of a Model by Homa Rahmani, Asadollah Khadivi

“…</p> <ol style="text-align: left;" start="3"> <li><strong>Methodology</strong></li> </ol> <p style="text-align: left;">The current research serves a functional purpose, employing a qualitative approach. …”
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Fat globule size distribution in commercial ice cream determined through ideal application of the laser diffraction technique by Rafael A. Garcia, Faith Olszewski, Benjamin M. Plumier

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TSLP pretreatment inhibits M1 macrophage polarization and attenuates LPS-induced iNKT cell-dependent acute lung injury by Ting Zhou, Ziyao Zhang, Yawen Zhan, Meiying Wang, Meiying Wang, Meiying Wang, Mi Wu, Xiufang Weng, Xiufang Weng, Xiufang Weng, Xiufang Weng, Younian Xu, Younian Xu, Younian Xu

“…The ratio, number, phenotype, and function of immune cells and cytokine levels were measured. …”
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Application of decellularization methods for scaffold production: advantages, disadvantages, biosafety and modifications by O. I. Shevchuk, O. I. Shevchuk, V. V. Korcheva, N. S. Moskalenko, V. M. Kyryk, V. M. Kyryk, K. V. Kot, D. S. Krasnienkov

“…Furthermore, scaffold modifications, particularly recellularization strategies, are discussed as key enhancements to improve biocompatibility and functional integration. Overall, the selection and optimization of decellularization protocols are crucial for the safe and effective clinical implementation of bioengineered scaffolds.…”
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THE SOLUTION TO THE EQUATION OF THE SHOCK WAVE BURGERS IN THE PTC MATHCAD ENVIRONMENT by R. E. Oleynikova

“…However, this error is detected through the values of the nonlinear term included in the differential equation, which is determined according to the binomial representation through the quadratic forms of the matrix of the trial function. …”
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Current status of developments in the field of respiratory syncytial virus vaccines by Tatiana S. Kotomina

“…This was facilitated by research to identify the structure of RSV, to study the basic functions of RSV components as well as the mechanisms of innate and acquired immune responses to infection. …”
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Reinforcement Learning for Optimizing Renewable Energy Utilization in Buildings: A Review on Applications and Innovations by Panagiotis Michailidis, Iakovos Michailidis, Elias Kosmatopoulos

“…For evaluation, the paper examines and outlines the different attributes in the field considering the following: methodologies of RL; agent types; value-action networks; reward functions; baseline control approaches; RES types; BEMS types; and building typologies. …”
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Rapid parameter estimation for merging massive black hole binaries using continuous normalizing flows by Bo Liang, Minghui Du, He Wang, Yuxiang Xu, Chang Liu, Xiaotong Wei, Peng Xu, Li-e Qiang, Ziren Luo

“…Detecting the coalescences of massive black hole binaries (MBHBs) is one of the primary targets for space-based gravitational wave observatories such as laser interferometer space antenna, Taiji, and Tianqin. …”
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Why the term "professional language" can confuse the reader? by Les?aw Cirko

“…In the first part of the article, the aforementioned sources of interpretative dangers in reading are pointed out, using the history of research as an example. …”
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Sexual dysfunction following low-dose-rate brachytherapy for prostate cancer by A. D. Anosov, M. E. Efremov, V. L. Medvedev, M. I. Kogan

“…These works were devoted to sexual dysfunction, assessment, and rehabilitation of sexual function in patients with PCa who underwent LDRT. Our review confirmed the existing necessity for a detailed study of rational methods for diagnosing sexual dysfunctions prior to selecting a treatment method, as well as the possible prevention of disorders after LDRT. …”
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Greening concept in inventory system for deteriorating items with preservation investment and price and stock dependent demand via marine predators algorithm by Hachen Ali, Gobinda Chandra Panda, Adel Fahad Alrasheedi, Ali Akbar Shaikh, Jeonghwan Gwak

“…Although the study is theoretical in nature, data assumptions are grounded in real-world parameter ranges drawn from validated case studies and academic sources. Parameters such as deterioration rates, green investment cost coefficients, and preservation effectiveness are selected to reflect practical supply chain conditions. …”
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Temporal Markers as a Way of Modeling the Artistic Space of the Poem “Pe aceeași ulicioară” by M. Eminescu by A. V. Diehl

“…The purpose of the study is to identify the specifics of the temporal structure of the poem “Pe aceeași ulicioară”, taking into account the meaning-forming function of temporal markers in its cognitive scenario, structuring the temporal perspective of the poem and modeling the emotional world of the lyrical hero.Methodology and sources. …”
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THE EVALUATION OF CURRENT RESEARCH ON THE STRENGTH OF DENTAL RESTORATIVE COMPOSITE MATERIALS by V.S. Kukhta, О.S. Kyrmanov

“… The aim of the study: to analyze the sources of scientific and metric information on the state of research on the strength of dental composites for tooth restoration. …”
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Glyceraldehyde-3-phosphate dehydrogenase acts as a mitochondrial trans-S-nitrosylase in the heart. by Mark J Kohr, Elizabeth Murphy, Charles Steenbergen

“…Mitochondrial proteins have been shown to be common targets of S-nitrosylation (SNO), but the existence of a mitochondrial source of nitric oxide remains controversial. SNO is a nitric oxide-dependent thiol modification that can regulate protein function. …”
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Characterization of Power System Oscillation Modes Using Synchrophasor Data and a Modified Variational Decomposition Mode Algorithm by José Oscullo Lala, Nathaly Orozco Garzón, Henry Carvajal Mora, Diego Echeverria, José Vega-Sánchez, Takaaki Ohishi

“…A novel energy-based selection mechanism is introduced to determine the optimal number of intrinsic mode functions (IMFs), improving the decomposition’s adaptability and precision. …”
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Sunlight Noise Mitigation in FMCW LiDAR Using FADOF by Longfei Yin, Wei Tang, Ziwei Geng, Haodi Zhan, Lei Chen, Dasheng Qian, Guohua Wu, Bin Luo

“…Additionally, the system achieves a detection range of at least 17 meters under direct sunlight conditions. …”
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Role of Polyphosphate as an Inorganic Chaperone to Prevent Protein Aggregation Under Copper Stress in <i>Saccharolobus solfataricus</i> by José Acevedo-López, Gabriela González-Madrid, Claudio A. Navarro, Carlos A. Jerez

“…In <i>Escherichia coli</i>, polyphosphates also function as inorganic molecular chaperones. The present study aims to investigate whether polyphosphate serves a similar chaperone function in archaea, using <i>Saccharolobus solfataricus</i> as a model organism. …”
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BICYCLE TRAFFIC IN THE CITIES by Elżbieta MACIOSZEK, Irena JURDANA

“…This article presents the characteristics of the bicycle infrastructure and services offered in selected cities in the world and Poland, as well as the issues of bicycle counters as sources of data on bicycle traffic volume, along with an exemplary analysis of this type of data.…”
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