Automated Models for Predicting Software Defects in Hybrid Message Passing Interface (MPI) and Open Multi-Processing (OpenMP) Parallel Programs Using Deep Learning by Amani Saad Althiban, Hajar M. Alharbi, Lama A. Al Khuzayem, Fathy Elbouraey Eassa

“…Hybrid Message Passing Interface (MPI) and Open Multi-Processing (OpenMP) parallel programs are pivotal for scalability and efficiency in high-performance computing (HPC), especially as systems approach exa-scale operations. …”
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A Status Evaluation of Rock Instability in Metal Mines Based on the SPA–IAHP–PCN Model by Fang Yan, Xuan Li, Longjun Dong, Shengnan Du, Hongwei Wang, Daoyuan Sun

“…Finally, the availability and reasonability of the proposed method were verified by comparing the results obtained with the number of microseismic events detected by the sensors in a metal mine. The proposed model provides a novel approach to dynamic risk assessment in mining, offering a reliable alternative for evaluating complex safety challenges. …”
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Transforming Manufacturing Quality Management with Cognitive Twins: A Data-Driven, Predictive Approach to Real-Time Optimization of Quality by Asif Ullah, Muhammad Younas, Mohd Shahneel Saharudin

“…In the ever-changing world of modern manufacturing, maintaining product quality is of great importance, yet extremely difficult due to complexities and the dynamic production paradigm. Currently, quality is rather reactively measured through periodic inspections and manual assessments. …”
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From Tables to Computer Vision: Transforming HPDC Process Data into Images for CNN-Based Deep Learning by A. Burzyńska

“…The approach assists in predicting key values of the dependent variable associated with defect occurrence, enabling foundries to enhance product quality, reduce waste, and augment overall production process efficiency. The proposed study is founded on two principal pillars: the transformation of process tabular data (generated using the Conditional Tabular Generative Adversarial Network (CTGAN)), involving the mapping of features onto a fixed grid in a heatmap structure, and the configuration of the CNN algorithm to extract complex patterns in the data that are not readily apparent in the original tabular format. …”
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Design of Two Phase DC-AC Interleaved Boost Inverter with Voltage Control System using PI Controller by Juan Marco Alexander Wasiatno, Leonardus Heru Pratomo

“…DC-DC Interleaved Boost Converter (DC-DC IBC) topology was developed through the interleaving technique since conventional DC-DC Boost Converter has many problems related to complex circuit control, harmonics, and output power. …”
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Process for Simultaneous Removal of S₈, DBDS, and PCBs From Mineral Insulating Oils by Dejan M. Kolarski, Jelena M. Lukic, Jelena U. Jankovic, Sandra B. Glisic, Aleksandar M. Orlovic

“…The integration of S8 removal process with the KOH/PEG complex enables the simultaneous removal of S8, DBDS, and PCBs, with no residual metal particles detected in the oil following the treatment. …”
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Performance Evaluation of Battery Swapping Stations for EVs: A Multi-Method Simulation Approach by Maria Grazia Marchesano, Valentina Popolo, Anastasiia Rozhok, Gianluca Cavalaglio

“…Different battery types are considered based on vehicle category, each with specific capacity and usage patterns, reflecting real-world market conditions. The results demonstrate that the proposed optimisation framework can effectively manage the complex operational needs of a BSS. …”
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Photodynamic therapy of basal cell carcinoma of the face H-zone by E. V. Nadkernichnaya, M. V. Ermoschenkova, V. E. Semin, S. A. Parts, V. N. Galkin, I. V. Reshetov

“…Of 107 observations over a 9-month observation period, one case of marginal tumor recurrence in the treatment area was detected. Thus, the recurrence rate was 0.93%. The results show that three-dimensional tumor visualization for the H-zone with complex noninvasive diagnostics allows achieving high efficiency in photodynamic therapy of non-melanoma tumors of the above anatomical localizations.…”
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Dynamic Positioning and Optimization of Magnetic Target Based on Binocular Vision by Jing Li, Yang Wang, Ligang Qu, Guangming Lv, Zhenyu Cao

“…The experimental results on the C-Track optical tracking platform show that the optimized magnetic target layout reduces the rotation error of the dynamic scanning from 0.055° to 0.035°, the translation error from 0.31 mm to 0.162 mm, and the scanning efficiency is increased by 33%, which significantly improves the positioning accuracy and tracking stability of the system under complex working conditions. …”
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Unlocking the bottleneck in forward genetics using whole-genome sequencing and identity by descent to isolate causative mutations. by Katherine R Bull, Andrew J Rimmer, Owen M Siggs, Lisa A Miosge, Carla M Roots, Anselm Enders, Edward M Bertram, Tanya L Crockford, Belinda Whittle, Paul K Potter, Michelle M Simon, Ann-Marie Mallon, Steve D M Brown, Bruce Beutler, Christopher C Goodnow, Gerton Lunter, Richard J Cornall

“…Here we show how these problems can be efficiently overcome using whole-genome sequencing (WGS) to detect the ENU mutations and then identify regions that are identical by descent (IBD) in multiple affected mice. …”
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Crochet increases attention through a requiring motor skill learning by Davide Rossi Sebastiano, Cristina Muscio, Dunja Duran, Deborah Bonfoco, Sara Dotta, Paola Anversa, Elisa Pellencin, Pietro Tiraboschi, Elisa Visani

“…Finally, we discuss the hypothesis that these results could be the reinforcement of connections between motor and attentional networks promoted by learning the complex motor skills of crochet.…”
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Does Intercity Transportation Accessibility Matter? Its Effects on Regional Network Centrality in South Korea by Sangwan Lee, Jeongbae Jeon, Kuk Cho, Junhyuck Im

“…First, the Seoul Metropolitan Area emerges as the dominant mobility hub, with Busan, Daegu, and Daejeon functioning as secondary centers, reflecting a polycentric urban configuration. Second, intermediary transfer hubs—despite having lower direct connectivity—substantially enhance overall network efficiency and interregional mobility. …”
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Biochar-based organic fertilizer application promotes the alleviation of tobacco (Nicotiana tabacum L.) continuous cropping obstacles by improving soil chemical properties and micr... by Dan Chen, Yujie Zhou, Gang Wang, Kuai Dai, Jiangzhou Li, Xueru Song, Yongxian Xu, Yonghe Cui, Xiaoe Yang

“…Although organic amendment has been considered an efficient and environmentally friendly solution to mitigate this tough issue, the associated mechanisms remain poorly understood. …”
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PRAXIOCENTRALISM IN THE PROFESSIONAL STANDARD OF THE TEACHER by L. Y. Monakhova, V. S. Fedotova

“…The content of professional standards from the standpoint of the praxiological approach is investigated; conceptual ideas of praxeology, defining role and position of praxiocentralism in the professional standard are highlighted; criteria and indicators of an estimation of labour activity of the teacher from the point of view of its efficiency and effectiveness are given.Practical significance. …”
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Expired Dexon Drug as Green Inhibitor for Carbon Steel in Simulated Seawater Medium by Shams Naji, Rana Anaee, Sadeer Majeed

“…The polarization resistances and inhibition efficiencies reached the highest value of (25.86×10-3 Ω.cm2) and (95.57%) respectively for 60 mL/L at 303 K. …”
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Leadership and management training for future-ready engineers: Transforming maritime education by Tri Cahyadi, W. Winarno, April Gunawan Malau

“…Strengthening collaboration between academia and industry is pivotal to co-developing relevant training programs that address operational complexities. By implementing these strategies, maritime education can cultivate a generation of skilled leaders capable of driving efficiency, innovation, and sustainability in the sector.…”
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Defective resection at DNA double-strand breaks leads to de novo telomere formation and enhances gene targeting. by Woo-Hyun Chung, Zhu Zhu, Alma Papusha, Anna Malkova, Grzegorz Ira

“…Accumulation of Cdc13, a protein recruiting telomerase, at the break site increases in sgs1Delta exo1Delta, and the requirement of the Ku complex for new telomere formation is partially bypassed. …”
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The Borehole Water Intakes Mathematical Models with a Branched and Circular Connection Schemes for Prefabricated Water Conduits by V. V. Veremenyuk, V. V. Ivashechkin, V. I. Krytskaya

“…Under the new conditions, in order to properly develop water intake operating modes which meet the minimum energy consumption for lifting and delivering a required volume of water to the collection-and-control tanks, to accurately choose the appropriate water lifting equipment in wells, to develop measures for intensifying water intake alongside with a forecast of their efficiency and to optimize the operation of the water intake, it is necessary to create its mathematical model that allows performing complex calculations. …”
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Policy formulation and actor roles in the expanded Kenyan free maternity policy (Linda Mama): A policy analysis. by Boniface Oyugi, Zilper Audi-Poquillon, Sally Kendall, Stephen Peckham, Edwine Barasa

“…Actor power played a crucial role in shaping policy direction, reflecting their interests and capacity to influence decisions. …”
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PRAXIOCENTRALISM IN THE PROFESSIONAL STANDARD OF THE TEACHER (Continuation of the article) by L. Yu. Monakhova, V. S. Fedotova

“…The content of professional standards from the standpoint of the praxiological approach is investigated; conceptual ideas of praxeology, defining role and position of praxiocentralism in the professional standard are highlighted; criteria and indicators of an estimation of labour activity of the teacher from the point of view of its efficiency and effectiveness are given.Practical significance. …”
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