Comparing statistical learning methods for complex trait prediction from gene expression. by Noah Klimkowski Arango, Fabio Morgante

“…The methods considered differ in assumptions about the distribution of gene effects-ranging from models that assume that every gene affects the trait to more sparse models-and their ability to capture gene-gene interactions. We also used functional annotation (i.e., Gene Ontology (GO)) as a source of biological information to inform prediction models. …”
Get full text

EXPLORING AUTOMATED SUMMARIZATION: FROM EXTRACTION TO ABSTRACTION by Svetlana G. Sorokina

“…The study draws on a selection of scientific publications across various disciplines, testing the functionality and output quality of automated summarization tools such as Summate.it, WordTune, SciSummary, Scholarcy, and OpenAI ChatGPT-4. …”
Get full text

Modeling of the ORNL PCA Benchmark Using SCALE6.0 Hybrid Deterministic-Stochastic Methodology by Mario Matijević, Dubravko Pevec, Krešimir Trontl

“…The shielding analysis was performed using multigroup shielding library v7_200n47g derived from general purpose ENDF/B-VII.0 library. As a source of response functions for reaction rate calculations with MAVRIC we used international reactor dosimetry libraries (IRDF-2002 and IRDF-90.v2) and appropriate cross-sections from transport library v7_200n47g. …”
Get full text

The Value Semantics in “Intelligent Travel” Discourse by O. V. Ramantova

“…National Geographic was used as the main source of material. For the selection of travel texts, the continuously sampling method was used. …”
Get full text

De novo transcriptome assembly and discovery of drought-responsive genes in white spruce (Picea glauca). by Zoé Ribeyre, Claire Depardieu, Julien Prunier, Gervais Pelletier, Geneviève J Parent, John Mackay, Arnaud Droit, Jean Bousquet, Philippe Nolet, Christian Messier

“…In addition, it provides a valuable source of new genetic data that could contribute to genetic selection strategies aimed at enhancing the drought resistance and resilience of white spruce to changing climates.…”
Get full text

PROBLEMS OF MUNICIPAL FINANCE MANAGEMENT ON THE EXAMPLE OF THE REPUBLIC OF KARELIA by Lyubov S. Fedotkina, Nikolay V. Levkin

“…At the same time, the activity of local self-government bodies affects directly the provision of vital resources for the population of municipalities. This indicates the theoretical and applied significance of studying not only the municipal finances themselves, but also the study of issues of their management, as well as assessing the quality of this management. …”
Get full text

Water crisis in hospitals: challenges, and recommendations– a qualitative study in Iran by Ahmad Kameli, Kazem Naddafi, Reza Saeedi, Mohammad Javad Hosseinzadeh-Attar, Abbas Ostadtaghizadeh

“…Abstract Introduction Reliable access to water is essential for hospitals to function effectively. Water shortage can disrupt critical hospital operations. …”
Get full text

Effectiveness of telerehabilitation in postoperative outcomes in patients on hip fracture surgery: a meta-analysis of randomized controlled trials by Huangyi Xiao, Wenshu Zeng, Lanmo Lu, Jiankun Yuan, Ziyu Yan, Jun Wang

“…An outcome measure related to hip function, functional independence, anxiety levels, walking ability, quality of life, and treatment adherence were eligible. …”
Get full text

Early Bearing Fault Diagnosis in PMSMs Based on HO-VMD and Weighted Evidence Fusion of Current–Vibration Signals by Xianwu He, Xuhui Liu, Cheng Lin, Minjie Fu, Jiajin Wang, Jian Zhang

“…The HO algorithm is employed to optimize the parameters of VMD for adaptive modal decomposition of current and vibration signals, resulting in the generation of intrinsic mode functions (IMFs). These IMFs are then selected and reconstructed based on their kurtosis to suppress noise and harmonic interference. …”
Get full text

Credit approval classification through a WASD neuronet by Mourtas Spyridon D.

“…Hence, in order to save a lot of bank resources, the industry of banking is particularly concerned in developing ways to lower the risk element involved in selecting the safe applicant. …”
Get full text

Efficient Marker-Assisted Pyramiding of <i>Xa21</i> and <i>Xa23</i> Genes into Elite Rice Restorer Lines Confers Broad-Spectrum Resistance to Bacterial Blight by Yao Li, Yulong Fan, Yihang You, Ping Wang, Yuxuan Ling, Han Yin, Yinhua Chen, Hua Zhou, Mingrui Luo, Bing Cao, Zhihui Xia

“…This study addresses this challenge by implementing functional marker-assisted selection (FMAS) to pyramid two broad-spectrum resistance (R) genes, <i>Xa21</i> and <i>Xa23</i>, into the elite, yet BB-susceptible, restorer line K608R. …”
Get full text

Understanding Silent Eruptions of Depression among Youngsters and Adolescents by Yuan Rai, Ananya Bhattacharjee, Manodeep Chakraborty, Akanchya Rai, Ashika Bhattarai, Chetiz Sharma, Md Hasnat Jahan Ali, Rudra Acharya, Nihar Ranjan Bhuyan

“…It is marked by a depressed mood, diminished interests, and disinterest in routine tasks, feelings of loneliness, impaired cognitive function, and vegetative symptoms like disturbed sleep or appetite and a lack of desire. …”
Get full text

Research review of digital modeling technologies with 3D spatial visualization for pipelines by Xin LIU, Shengwen TU, Yanfang HOU, Dong LIN, Jie SHU, Yu TANG

“…These developments have resulted in more comprehensive functionalities for visualization systems and improved operational and maintenance efficiency. …”
Get full text

Modern Concepts of Clinical and Diagnostic Criteria for Premature Ovarian Failure (Literature Review) by M. D. Salimova, Ya. G. Nadelyaeva, I. N. Danusevich

“…An information search was carried out using Internet resources (PubMed, Web of Science, eLibrary.Ru), literary sources for the period 2015–2019 were analyzed. As a result of the analysis of the literature data, a step-by-step diagnosis of pathology was described, the main shortcomings of the main marker for assessing ovarian function – folliclestimulating hormone – were identified and listed. …”
Get full text

Bird response to intercropping switchgrass within a loblolly pine plantation by Craig Marshall, Samuel K. Riffell, Darren A. Miller, JoVonn G. Hill, Kristine O. Evans, Scott A. Rush

“…ABSTRACT Global interest in alternative, renewable energy sources has led to the development of novel land‐use practices and techniques aimed at maximizing energy production while also minimizing environmental, economic, and societal costs. …”
Get full text

A Swing-Assist Controller for Enhancing Knee Flexion in a Semi-Powered Transfemoral Prosthesis by David M. Marsh, Marco Puliti, Michael Goldfarb

“…The controller and parameter selection algorithm are described in the paper, and subsequently validated in walking experiments with three participants with unilateral transfemoral amputation. …”
Get full text

Wireless, Battery‐free, Implantable Inductor‐Capacitor Based Sensors by Baochun Xu, Cunjiang Yu

“…Inductor‐capacitor (LC) sensors offer a compelling alternative that uses simple resonant circuits to achieve battery‐free and wireless operation. These sensors function through magnetic coupling with external readers, eliminating the need for internal power sources or physical connections, while enabling compact and biocompatible designs. …”
Get full text

YAREN: Humanoid Torso Robot Platform for Research, Social Interaction, and Educational Applications by Daniela Sanchez-Orozco, Rhandall Valdez, Yandri Uchuari, Marcelo Fajardo-Pruna, Luis Cavazos Quero, Redhwan Algabri, Emiliano Quinones Yumbla, Francisco Yumbla

“…Relatively low-cost components were selected to provide a high-quality product that remains accessible to multiple laboratories, even in resource-limited contexts. …”
Get full text

Pathway for Renewable Energy Application in Urban Green Space under the Low Carbon Perspective by Kailun WANG, Tonggang NIU, Lian LIU, Zhongjie WANG

“…The research provides a detailed analysis of energy application types and methods, as well as energy consumption models for each of the aforesaid three types of green spaces.ResultsThe research identifies three core challenges in the application of renewable energy in urban green spaces: 1) How to scientifically select the most appropriate renewable energy types and optimize spatial layouts in accordance with natural resource constraints and the functional requirements of green spaces in order to improve energy efficiency; 2) how to effectively integrate the technical functions of energy facilities with landscape and ecological values, so as to achieve a seamless integration of energy infrastructure with landscape, thereby enhancing both environmental adaptability and public acceptance; and 3) how to develop flexible energy utilization and management strategies tailored to the energy consumption characteristics of different green space types, thus ensuring long-term, stable, and sustainable energy supply. …”
Get full text

Evaluating integrated development environments using the TOPSIS method and Schweizer-Sklar power aggregation operator: implications for university students’ psychological managemen... by Lijun Ma, Fengyu Guo, Zeeshan Ali, Shi Yin

Get full text