Meta Learner-Based Transfer Learning: Bridging Simulation and Actual Router Metrics by Kyota Hattori, Tomohiro Korikawa, Chikako Takasaki

“…The results show that the proposed method improves the estimated accuracy of actual router metrics: throughput, packet loss rate, and packet delay. Additionally, the proposed method demonstrates robustness and effectiveness in scenarios where real-world data is limited while maintaining lower computational complexity compared to conventional methods. …”
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Sensor-validated simulations predict fracture healing outcomes in an ovine model by Alicia Feist, Carla Hetreau, Manuela Ernst, Peter Varga, Peter Schwarzenberg

“…In tibial shaft fractures 1 in 4 patients are considered unhealed after 5 months and a reoperation rate of 12 % is reported. By predicting healing outcomes, prognostic fracture healing simulations could assist in treatment selection and enable early intervention in the event of complications but have lacked comprehensive ground truth validation. …”
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Prediction of the potential distribution of Piptanthus nepalensis in China under future climate scenarios by Ye Yanhui, Jing Aohang, Han Yanying

“…High-suitability zones show relative stability under SSP126 (core retention rate: 0.71%–0.83%) but exhibit pronounced “expansion-contraction oscillations” under SSP585.DiscussionThese results highlight the significant threat climate change poses to P. nepalensis, particularly under high-emission scenarios. …”
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THE USE OF ENOXAPARIN IN ACUTE CORONARY SYNDROME by E. A. Smirnova, S. S. Yakushin

“…In patients with impaired renal function with glomerular filtration rate (GFR)<30 mL/min/1.73m2 enoxaparin dose should be reduced to 1 mg/kg, 1 time a day, with GFR <15 mL/min/1.73m2 the drug is contraindicated. …”
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Purifying selection shapes the dynamics of P-element invasion in Drosophila simulans populations by Anna M. Langmüller, Benjamin C. Haller, Viola Nolte, Christian Schlötterer

“…Because the change in P-element copy number over time provides information about the transposition rate and the effect of purifying selection, we repeatedly sequence the experimental populations to study the P-element invasion dynamics. …”
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Few regulatory metabolites coordinate expression of central metabolic genes in Escherichia coli by Karl Kochanowski, Luca Gerosa, Simon F Brunner, Dimitris Christodoulou, Yaroslav V Nikolaev, Uwe Sauer

“…Using a library of fluorescent transcriptional reporters, we comprehensively quantify the activity of central metabolic promoters in 26 environmental conditions. The expression patterns were dominated by growth rate‐dependent global regulation for most central metabolic promoters in concert with highly condition‐specific activation for only few promoters. …”
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Natural Products for Drug Discovery in Cognitive Disabilities: Bibliometric Hotspots, Research Trends, Conceptual Framework, and Future Directions by Mohammed Albratty, Maryam Halawi, Ali Mufraih Albarrati

“…<b>Results</b>: The field exhibited an annual growth rate of 12.36% from 1971 to 2024, with 2021 being the most productive year (497 articles). …”
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Cellular insights of beech leaf disease reveal abnormal ectopic cell division of symptomatic interveinal leaf areas. by Paulo Vieira, Mihail R Kantor, Andrew Jansen, Zafar A Handoo, Jonathan D Eisenback

“…These discrepancies in leaf cell structure were depicted by an abnormal rate of cellular division of the leaf interveinal areas infected by the nematode, promoting significant increase of cell size and leaf thickness. …”
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The main factors of marmalade molecular structure formation by N. B. Kondratev, M. V. Osipov, O. S. Rudenko, E. V. Kazantsev, E. S. Kalinkina

“…The highest hardness and water activity were observed in products containing 15% glucose syrup, which determines the highest moisture transfer rate for such products. The use of modified starch allows controlling the moisture losses during marmalade storage. …”
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Comparison of Maximal Oxygen Uptake and Anaerobic Threshold in Soccer and Handball Players by Soyal Mehmet, Korkmaz Eryılmaz Selcen, Polat Metin, Aydoğan Sami

“…The values of VO2 (ATVO2), heart rate (ATHR), time (ATTIME) and running speed (ATSPEED) corresponding to the AT were identified. …”
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Regional-scale assessment of groundwater recharge and the water balance for Austria by Hanna Zeitfogel, Mathew Herrnegger, Karsten Schulz

“…Study Focus: Knowledge of regional groundwater recharge patterns is essential for sustainable water resource management. …”
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Cutaneous Vasculitis: A Pragmatic Study on the Dermatological Conundrum by Priyanka Varma, Amina Asfiya, Spandana Prakash Hegde, Manjunath Mala Shenoy

“…Complete hemogram, erythrocyte sedimentation rate, urine analysis, liver and renal function tests, and antinuclear antibody (ANA) testing were done. …”
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The Holistic Impact of Omkar Chanting: A Narrative Review of it’s Physiological, Psychological and Acoustic Effects by Jayashree Pattanayak, Judu Ilavarasu

“…The paper also discusses case studies and clinical findings that emphasise the potential benefits of regular Omkar chanting in mood improvement, rehabilitation of anxiety and depression, cognitive functioning, and its physiological impact on respiratory dynamics, heart rate variability, and neural activity. This article also proposes the future scopes for integrating acoustic analysis of Om chanting with different clinical applications research.…”
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Investigation of damage characteristics in freeze-thawed grey-white sandstone using AE multifractal analysis by Xinlei Zhang, Xiaoli Liu, Jiaxu Jin, Haibo Wang, Zhiqiang Lv, Yong Xiao

“…This reduction is accompanied by an earlier onset of fluctuations in the ringing count rate and an upward trend in the dynamic b-value curve. …”
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Wpływ anglojęzycznych tłumaczeń literatury grozy w 1990–1995 na kształtujące się po 1989 roku polskie realizacje gatunku by Adam Mazurkiewicz

“…As a result, the book market was dominated by books that were not always artistically valuable, but widely read (this explains the popularity of second-rate authors in Poland, who had their own publishing series in publishing houses).The beginning of the transformation in the understanding of the essence of horror fiction was associated with the appearance on the Polish book market of translations from English-language literature, which dominated popular literature of the time. …”
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Geomorphology and Hydroclimate Control Regional Urban Expansion by Serena Ceola, Giulia Grandi, Enrico Bertuzzo

“…The ability to reproduce observed patterns of urban expansion is essential for projecting reliable scenarios for the near future. …”
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The reverse association between riboflavin intake and Helicobacter pylori infection in US adults: A cross-sectional study. by Xinyu Xu, Peizhong Chen, Yingyi Li, Xiaoxuan Chen, Yunhui Yan, Zicheng Huang

“…<h4>Results</h4>The overall H. pylori seropositivity rate was 44.2%. Higher riboflavin intake exhibited a dose-dependent inverse association with infection risk. …”
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Design of drain tube with cone to prevent frost accumulation of drainage hole in household refrigerators using artificial neural network by Suhwan Lee, Dongkuk Kang, Jinxing Fan, Sunghee Kang, Dong Kim, Eunseop Yeom

“…The optimal cone-type design, predicted with a 5.12 % error margin, was fabricated via 3D printing and validated experimentally through pressure and flow rate measurements. When applied in a commercial refrigerator, the cone-type tube delayed frost blockage by more than twice and reduced negative pressure peaks caused by door opening by approximately 85 % compared to conventional designs. …”
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Characterization and antibiotic resistance of staphylococci strains isolated from brack hospital in the Southern Region of Libya by Ghada Alshaibani, Aisha Shahlol, Ahmed Abid, Samira Amri, Ezzeddin Aghila, Ghaith Abdalah, Mohamed Ahmed

“…The identification of higher rate of MRCoNS underlines the importance of monitoring all multidrug-resistant staphylococci species requiring further epidemiological investigations.…”
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Current state and structure of native aggregations of pacifc oyster in the northern Amur Bay (Peter the Great Bay, Japan Sea) by D. A. Sokolenko, M. V. Kalinina

“…Mollusks with high reproductive rate prevail among the main reproductive group with the size 70–130 mm (58.2 %). …”
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