Modeling of Systematic Errors and Precision Optimization Methods for Workpiece Clamping and Alignment System in Aeroengine Gearbox Automated Line Machining by DU Xueming, XIANG Yang, LIU Shun, JIN Sun

“…Afterwards, it defines a precision loss quantification function, incorporating both output distribution deviations and tolerance violation rates. By optimizing the bases structure of the alignment system, the precision loss is reduced from 11.53% to 2.33%. …”
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Evolutionary Links Between Skull Shape and Body Size Suggest Allometric Forces and Selection at Work in a Generalist Group of Lizards by Julio A. Rivera, Jesualdo A. Fuentes‐G., Emília P. Martins

“…We also found strong links to overall body size, with evolutionary shifts to larger bodies being associated with more compact skulls and slower evolutionary rates. This is the opposite of the pattern in most mammals in which larger bodied species have longer snouts, and more like the pattern in frogs in which function has played a more important evolutionary role. …”
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Antimicrobial resistance in Salmonella enterica serovar Enteritidis in Morocco by Farida Ohmani, Khadija Khedid, Saad Britel, Aicha Qasmaoui, Reda Charof, Abdelkarim Filali-Maltouf, Rajae El Aouad

“…Conclusion: Resistance rates of Salmonella enterica serovar Enteritidis from Morocco are generally low but the resistance to nalidixic acid is worryingly common. …”
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Neighborhood environment and incident diabetes, a neighborhood environment-wide association study ('NE-WAS'): Results from the Hispanic Community Health Study/Study of Latinos (HCH... by Cara M Smith, Elizabeth W Spalt, Linda C Gallo, Jordan Carlson, Matthew Allison, Daniela Sotres-Alvarez, Christina Cordero, Qibin Qi, Earle C Chambers, Martha Daviglus, Amber Pirzada, Gregory A Talavera, Robert Kaplan, Joel D Kaufman, Stephen J Mooney

“…Type 2 diabetes incidence rates vary between neighborhoods, but no single aspect of the neighborhood environment is known to cause type 2 diabetes. …”
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Demographics of colonic health: Unveiling sex- and age-driven trends in a cross-sectional retrospective analysis of 2523 colonoscopy procedures by Arwa F Flemban, Saeed M Kabrah, Mohammad Aldabagh, Hanan M Abd Elmoneim, Samah Alharbi

“…Older patients exhibited a higher prevalence of diverticular disease and bleeding; younger individuals (20–39 years) had higher rates of inflammatory changes. Conclusion Colonic abnormalities were prevalent in this Saudi population, with distinct age- and sex-specific patterns. …”
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Epidemiology and Prognosis of Progressive Pulmonary Fibrosis: A Literature Review by Ignacio Español Montero, Fernanda Hernandez-Gonzalez, Jacobo Sellares

“…Several ILDs other than idiopathic pulmonary fibrosis (IPF) may exhibit a progressive fibrotic phenotype, with diverse clinical presentation, histopathological and radiological patterns, as well as varying rates of disease progression and uncertain epidemiology, but with a similar prognosis of untreated idiopathic pulmonary fibrosis with irreversible lung function deterioration, substantial worsening of quality of life and early mortality. …”
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Color characteristics and psychological healing effects in Rokuon-ji Temple Garden: a quantitative analysis by Jinyang Wang, Yoichi Kunii

“…From an initial collection of 150 photographs documenting the garden’s complete visitor experience, 42 landscape photographs were systematically selected based on healing quality ratings (mean ≥5.0, median ≥5.0, standard deviation <1.2) and analyzed for six color categories (red, yellow, brown, gray, white, green) using three quantitative metrics: fractal dimension, diversity index, and concentration index. …”
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Socio-Demographic Factors and Health-Oriented Behaviors of University Students in the Podkarpackie Region. Long-Term Prospective Research by Paweł Więch, Dariusz Bazaliński, Zdzisława Chmiel, Józef Ratajczyk, Paweł Januszewicz, Monika Binkowska-Bury

“…It was conducted in 2009 and repeated two years later. The rating of the behavior patterns of students was conducted in accordance with the following schedule: October 2009 – January 2010 (T1), October 2011 – January 2012 (T2). …”
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Development of several machine learning based models for determination of small molecule pharmaceutical solubility in binary solvents at different temperatures by Mohammed Alqarni, Ali Alqarni

“…The Polynomial model yielded a lower test R² of 0.8200 and higher error rates, indicating its limitations in unravelling the underlying relationships for the solubility variations. …”
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Demographic Trends and Evolving Housing Needs in Latvia: Implications for Social Housing Policy by Sanchaniya Rashmi Jaymin, Černeckienė Jurgita, Patel Shruti Jitendrakumar, Kundziņa Antra

“…It also assesses the current housing landscape, including characteristics of housing stocks, homeownership rates, rental market dynamics, and social housing provision. …”
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Impacts of Aerosol Particle Size Distribution and Land Cover Land Use on Precipitation in a Coastal Urban Environment Using a Cloud-Resolving Mesoscale Model by Nathan Hosannah, Jorge E. Gonzalez

“…Results suggest that LCLU provides the dominant forcing for urban precipitation, affecting precipitation rates, rainfall amounts, and spatial precipitation patterns. …”
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Mechanistic evidence of widespread insecticide resistance among the Illinois West nile virus vectors Culex pipiens and Culex restuans by Kylee R. Noel, Chang-Hyun Kim, Chris M. Stone

“…This study examines resistance patterns to permethrin and malathion in West Nile virus vectors, Cx. pipiens and Cx. restuans, across Illinois from 2018 to 2020. …”
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Comprehensive analysis of the clinical and biological significances of polyamine metabolism in glioma by Fei Bai, Kexin Zhai, Tiantian Yao, Yuxia Zhou, Yongxiang Zhao, Guanghui Yang

“…What’s more, IHC staining was conducted on glioma tissue microarrays to confirm the expression patterns of genes related to polyamine metabolism in glioma tissues. …”
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A hybrid ensemble framework with particle swarm optimization for network anomaly detection by Narinder Verma, Neerendra Kumar, Gourav Kumar, Kuljeet Singh

“…Empirical evaluations demonstrate that the ensemble model achieves superior detection accuracy and reduced false positive rates, thereby advancing the efficacy of intrusion detection methodologies.…”
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EU Wine Exporters Competing in Changing International Markets by Roberto Henke, Anna Carbone

“…In particular, wine trade patterns have been deeply reshaped, and this also affects traditional EU exporters, who operate in a more competitive environment, with new players challenging their position and forcing them to readjust their strategies. …”
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Genetic structure and demographic inference of the regular sea urchin Sterechinus neumayeri (Meissner, 1900) in the Southern Ocean: The role of the last glaciation. by Angie Díaz, Karin Gérard, Claudio González-Wevar, Claudia Maturana, Jean-Pierre Féral, Bruno David, Thomas Saucède, Elie Poulin

“…Based on two mutation rates standardized for this genus, the Bayesian Skyline plot analyses detected a rapid demographic expansion after the Last Glacial Maximum. …”
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Perception of quality and adoption of health-preventive measures in gym-goers after the COVID-19 pandemic peak in Italy by L Falese, E Langiano, M Ferrara, P Diotaiuti, A Rodio, T Di Libero, A Andrade, E De Vito

“…Participants generally rated the gym positively, with 34.49% considering it "Good" and 39.23% rating it "Very good." …”
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Shifting sands: The influence of coral reefs on shoreline erosion from short-term storm protection to long-term disequilibrium by Stephan A Bitterwolf, Borja G Reguero, Curt D Storlazzi, Michael W Beck

“…Consistent with prior research, we find beaches protected by coral reefs with shallow reef crests, wide reef flats, calmer offshore conditions, and positioned farther from the shore exhibit lower erosion rates than others. Finally, when comparing historical erosion rates of protected and unprotected beaches in Hawai'i, we find a seemingly incongruous pattern where coral reef-protected beaches eroded up to 2x faster than beaches without reefs. …”
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Accurate hourly AQI prediction using temporal CNN-LSTM-MHA+GRU: A case study of seasonal variations and pollution extremes in Visakhapatnam, India by Sreenivasulu T, Mokesh Rayalu G

“…The framework amalgamates one-dimensional Convolutional Neural Networks (1D CNN) for the extraction of short-term patterns, Long Short-Term Memory (LSTM) integrated with Multi-Head Attention (MHA) to encapsulate long-term dependencies, and Gated Recurrent Unit (GRU) for the refinement of residual errors. …”
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Enhancing Mobile App Recommendations With Crowdsourced Educational Data Using Machine Learning and Deep Learning by Naadiya Mirbahar, Kamlesh Kumar, Asif Ali Laghari

“…Machine learning models analyze user behavior patterns to suggest relevant entertainment, education, or e-commerce content. …”
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