Algorithms for Automatic Detection and Location of Infrasound Events in the PSDL System by Asming Vladimir Ernestovich, Fedorov Andrey Viktorovich

“…An algorithm for detecting infrasound signals by calculating the cross-correlation function between records of individual sensors in a array is described. …”
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Code vulnerability detection method based on graph neural network by Hao CHEN, Ping YI

“…The schemes of using neural networks for vulnerability detection are mostly based on traditional natural language processing ideas, processing the code as array samples and ignoring the structural features in the code, which may omit possible vulnerabilities.A code vulnerability detection method based on graph neural network was proposed, which realized function-level code vulnerability detection through the control flow graph feature of the intermediate language.Firstly, the source code was compiled into an intermediate representation, and then the control flow graph containing structural information was extracted.At the same time, the word vector embedding algorithm was used to initialize the vector of basic block to extract the code semantic information.Then both of above were spliced to generate the graph structure sample data.The multilayer graph neural network model was trained and tested on graph structure data features.The open source vulnerability sample data set was used to generate test data to evaluate the method proposed.The results show that the method effectively improves the vulnerability detection ability.…”
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Detection, Parameter Estimation and Direction Finding of Periodic Pulse Signals by V. B. Manelis, I. S. Faustov, V. A. Kozmin

“…Simple-to-implement algorithms for detecting periodic pulse signals, evaluating their parameters, and direction finding of the source have been developed. …”
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Exploring RNA cargo in extracellular vesicles for pleural mesothelioma detection by Agnieszka Kraft, Michaela B. Kirschner, Vanessa Orlowski, Manuel Ronner, Caroline Bodmer, Valentina Boeva, Isabelle Opitz, Mayura Meerang

“…Conclusions This is the first study to characterize the transcriptomic profile of EVs secreted by PM primary cell cultures, demonstrating their potential as biomarker source for early detection. Further investigation of the functional role of PM-EVs will provide new insights into disease biology and therapeutic avenues.…”
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Schizophrenia Detection and Classification: A Systematic Review of the Last Decade by Arghyasree Saha, Seungmin Park, Zong Woo Geem, Pawan Kumar Singh

“…The SZ symptoms can significantly impair daily functioning, underscoring the need for advanced diagnostic tools. …”
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Assessing Water Resource Planning Policies in the Sefidroud Irrigation and Drainage Network Using the Water-Land-Food Nexus Approach by S. Ashkevari, S. Janatrostami, A. Ashrafzadeh

“…Various management scenarios were implemented through the weighting of the objective functions. The results showed that selecting the best response from multi-objective optimization models depends on the weighted values of the objective functions, and by changing these values, decision-makers can provide various responses to complex optimization problems. …”
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Assessment of Changes in Executive Functions and Attention of Cadets as a Result of Military Parachute Jumping by Dariusz Jamro, Marek Kociuba, Maciej Lachowicz, Pawel Korytko, Grzegorz Zurek

“…Parachute jumping, as an intense stressor, mobilizes cognitive resources, which can lead to short-term improvements in executive functions. …”
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Measuring the Company’s Capabilities and Assessing their Impact on Its Economic Results: Analytic Tools by E. P. Tretiakova, M. S. Tretiakova

“…Based on this model, methodological guidelines have been developed for measuring the capabilities of organizations and assessing their impact on the final results, a value-functional approach to selecting appropriate indicators, and analytical tools. …”
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The Host Galaxies of Pulsar Timing Array Sources: Converting Supermassive Black Hole Binary Parameters into Electromagnetic Observables by Niccolò Veronesi, Maria Charisi, Stephen R. Taylor, Jessie Runnoe, Daniel J. D’Orazio

“…However, the large uncertainty in source localization will make the identification of its host environment challenging. …”
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Allocation analysis of natural and cultivated grassland resources of eco-family pasture based on the theory of grassland agro-ecosystem discordance by FU Li, XIE Yingzhong, MA Hongbin, XING Ende, TIAN Xiumin

“…In order to achieve sustainable development in pastoral areas, based on the theory of grassland agroe-cosystem discordance, we selected the meteorological factors in the study area of Otog Front Banner in recent 30 years and the water, soil, grass, and livestock in the area in recent years as the objects of study to discuss how to make a grassland resource allocation plan. …”
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MDV ClimEx: An open-source tool for exploring climate anomalies in the McMurdo Dry Valleys of Antarctica by Renée F. Brown, Gavin P. Wagner

“…Here, we introduce MDV ClimEx, an open-source, interactive web application designed for user-driven exploration of long-term meteorological records from the MDVs. …”
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Circulating cell-free DNA methylation patterns indicate cellular sources of allograft injury after liver transplant by Megan E. McNamara, Sidharth S. Jain, Kesha Oza, Vinona Muralidaran, Amber J. Kiliti, A. Patrick McDeed, Digvijay Patil, Yuki Cui, Marcel O. Schmidt, Anna T. Riegel, Alexander Kroemer, Anton Wellstein

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A Lightweight Transformer Model for Defect Detection in Electroluminescence Images of Photovoltaic Cells by Yang Yang, Jing Zhang, Xin Shu, Lei Pan, Ming Zhang

“…To ensure solar panels function well, efficient and accurate defect detection of PV modules is essential. …”
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Deviance from truth: Telemetry location errors erode both precision and accuracy of habitat‐selection models by Andrea T. Morehouse, Mark S. Boyce

“…Specifically, we compare how differences in precision between GPS and Argos satellite technologies affect the estimation of resource selection functions (RSFs). We estimated RSF models from GPS and Argos satellite radiocollar data collected in December 2008 through April 2009 from wolves within the same pack in southwestern Alberta, Canada, and used Akaike's Information Criterion (AIC) to identify the most parsimonious models. …”
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Assessment of Floral Nectar and Amino Acid Yield in Eight Landscape Trees for Enhanced Pollinator Food Resources in Urban Forests by Sung-Joon Na, Ji-Min Park, Hae-Yun Kwon, Young-Ki Kim

“…These findings underscore the importance of selecting tree species not only for aesthetic value but also for ecological function, providing an evidence-based approach to pollinator-friendly urban biodiversity planning and landscape management.…”
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Prevalence and contributing factors of depression among women with infertility in low-resource settings: a systematic review and meta-analysis by Shimelis Tadesse, Henok Kumsa, Gemeda Wakgari Kitil, Alex Ayenew Chereka, Getnet Gedefaw, Fiker Chane, Esuyawkal Mislu

“…Good functioning family {OR 0.71 [95% CI (0.51, 0.97), I2: 0.00%]}, good husband support {OR 0.52 [95% CI (0.34, 0.79), I2: 0.00%]}, primary infertility {OR 2.55 [95% CI (1.36, 4.79), I2: 68.53%]}, history of divorce {OR 4.41 [95% CI (2.11, 9.24), I2: 0.00%]}, and duration of infertility lasting more than 10 years {OR 6.27 [95% CI (2.74, 14.34), I2: 15.26%]} were statistically significant.ConclusionDepression was high among women with infertility in low-resource settings such as Africa compared to those in high-income countries, men, and pregnant mothers. …”
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Innovation as a Source of Ensuring the Sustainable Development of the Enterprise by Brahina Olha S.

“…The author determines the factors of importance of innovative development in the context of sustainable development and the main functions it performs. The stages of innovative development in the context of sustainable development of enterprise are formed, among which it is worth highlighting the following: analysis and assessment of the current state of enterprise; generation and selection of ideas; development of an innovation strategy; implementation of innovative solutions, monitoring and evaluation of efficiency, adjustment and improvement of strategy, communication of results and involvement of stakeholders. …”
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Neural Posterior Estimation for Cataloging Astronomical Images with Spatially Varying Backgrounds and Point Spread Functions by Aakash Patel, Tianqing Zhang, Camille Avestruz, Jeffrey Regier, The LSST Dark Energy Science Collaboration

“…In experiments with semisynthetic images, we evaluate the method on key cataloging tasks: light source detection, star/galaxy separation, and flux measurement. …”
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Water Productivity, Farmers Satisfaction, and Sustainability of Selected Small Scale Irrigation Schemes in Salale Zone, Ethiopia by Habtamu Adenew Ulatu, Tolossa Lemma Tola, Shewadinber Mekonnin Meskelu

“…In order to assess the potential, farmers satisfaction, and operation and maintenance issues of selected small scale irrigation schemes in Salale Zone Ethiopia, the study was designed with key objectives of evaluating the current status of irrigation water productivity of the schemes; irrigation water users satisfaction, and structures, function, and power of water users association in sustainable operation and maintenance of irrigation schemes. …”
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Exploring genomic loci and candidate genes associated with drought tolerance indices in spring wheat evaluated under two levels of drought by Mohamed Mosalam, Rahma A. Nemr, Maha Aljabri, Alaa A. Said, Mohamed El-Soda

“…Additionally, genomic selection (GS) was performed using the rrBLUP model to predict trait performance across environments. …”
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