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

“…However, the creation of router models has been limited by the high cost and difficulty of acquiring the extensive real-world datasets for various traffic patterns required to train actual router models. Our motivation is to enable the digital verification of router performance with limited real-world datasets. …”
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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

“…The potential of the simulation to predict healing patterns and to be used as a tool for non-union risk assessment was illustrated. …”
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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

“…The article discusses the choice of anticoagulant in different patterns of acute coronary syndrome (ACS). According to current recommendations three groups of agents are used as anticoagulants in ACS: unfractionated heparin (UFH) and low molecular weight heparin (LMWH), fondaparinux, and bivalirudin. …”
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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

“…However, the inference of purifying selection against deleterious TE insertions from the patterns observed in natural populations is challenged by the confounding effects of demographic events, such as population bottlenecks and migration. …”
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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

“…The initial symptoms of BLD appear as dark green, interveinal banding patterns of the leaf. Despite the fast progression of this disease, the cellular mechanisms leading to the formation of such aberrant leaf phenotype remains totally unknown. …”
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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 pressing challenge of ensuring long shelf life for confectionery product without changing their flavor is considered. The patterns were revealed for the influence of the chemical composition of raw materials on the jelly marmalade structure. …”
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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

“…Mantra chanting, particularly repetitive vocalisations, has been found to promote relaxation, reduce stress hormone levels, including meditative brainwave patterns. The review article discusses the multifaceted background of the Omkar mantra by tracing its significance. …”
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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

“…The problematic and thematic trends of horror stories listed here, which can be found in the translations from 1989–1995, dominated Polish literature to such an extent that it — insofar as it appeared on the readers’ market — copied proven (in terms of plot, but also marketing) patterns, inspired by Western translations. …”
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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

“…Experiments and computational fluid dynamics (CFD) simulations were conducted to investigate frost formation patterns and the effects of absolute humidity. To reduce the cost of evaluating design variations, an artificial neural network (ANN) was developed as a surrogate model trained on CFD data. …”
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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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