A multi-source melt pool compilation for vision-based analytics applications in additive manufacturing by William Jabbour, Mutahar Safdar, Jiarui Xie, Yaoyao Fiona Zhao

“…., temperatures, gradients, rates), capture essential process patterns. However, the diversity of materials, process parameters, and sensing configurations across AM systems has limited standardization. …”
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Uniform temperature distribution in microwave heating achieved via rotating electric field by Jongseon Seo, Geonhui Han, Hyunsang Hwang

“…Abstract Microwave heating (MWH) is widely used in various industrial and research applications due to its advantages such as rapid heating rates, energy efficiency, and low overall processing temperatures. …”
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Design Of Waste Management Model With Grounded Theory(Case Study: Isfahan) by farshid aslani

“…Population growth, changing consumption patterns and lifestyles have increased waste production, types and variety of waste characteristics. …”
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Latent Profiles of Deceased Organ Donation Registrants and Nonregistrants in the United States by Ari P. Kirshenbaum, Brendan Parent, Landry Goodgame Huffman, Virginia Kelsey, Michael J. Sofis

“…Deceased organ donation is the greatest source of transplantable whole organs, but registration rates are a limiting factor because they remain low among certain populations. …”
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Effective defense against physically embedded backdoor attacks via clustering-based filtering by Mohammed Kutbi

“…Extensive experiments on face versus non-face classification demonstrate that our defense substantially reduces attack success rates while preserving high accuracy on clean data, offering a practical and robust solution against challenging backdoor scenarios. …”
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Formation of microfluidic droplets and jets in a solvent-rich oil phase by Victoria Joseph, Thomas Cubaud

“…Broad variations of flow rates and solvent concentration reveal a variety of intriguing droplet and jet flow regimes in the presence of spontaneous emulsification phenomena and significant mass transfer across the fluid interface. …”
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Efficiency of pantraps for monitoring bees diversity in Brazilian acerola orchards: the role of color diversity by MÁRCIA S. COELHO, LÚCIA HELENA P. KIILL, CELSO F. MARTINS

“…The months of September and November/2019 were the months when the lowest numbers of insects were collected and the lowest rainfall rates were recorded. In this sense, understanding new methodologies becomes essential to identify the diversity of pollinators for the construction of management and conservation plans.…”
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Data Analysis using Business Intelligence and Tableau for Visualizing Indonesia's Poverty Line by Fabianus Kevin Senduk, Retno Waluyo, Khairunnisak Nur Isnaini

“…The dashboard offers in-depth insights into regional poverty shifts, including the identification of high-poverty areas and analysis of poverty line growth rates. It also serves as a strategic data-driven decision support tool. …”
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Multimorbidity frailty index and clinical outcomes among 42,989 older heart failure patients directly discharged from emergency departments: A nationwide retrospective cohort study by Wan-Ju Liao, Hsi-Yu Lai, Liang-Yi Lin, Cheng-Hsueh Wu, Fei-Yuan Hsiao, Liang-Kung Chen

“…Readmission rates showed similar patterns. The severely frail group had higher risks of mortality (aHR 1.44, 95 % CI 1.33–1.55), all-cause readmissions (sHR 1.69, 95 % CI 1.62–1.76), and HF-related readmissions (sHR 1.59, 95 % CI 1.48–1.71). …”
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Farm households’ livelihood adaptive capacity under multiple pressures of small watershed management by Yaru Sun, Yilin Gan, Jing Luo, Tingting Han, Hafo Wang, Ruirui Yang, Lingling Tian

“…However, the FHLAC remains predominantly low to moderate in the small watershed. The contribution rates of livelihood pressure, livelihood capital, and willingness to adapt to FHLAC are 22.24 %, 28.69 %, and 49.07 %, respectively. …”
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Geospatial analysis of cholera outbreak in Lusaka, Zambia, between 2023 and 2024 by William Ngosa, Tadatsugu Imamura, Nyuma Mbewe, Joseph Seriki, Oscar Nzila, Fred Mfune, Godfrey Zulu, Chomba Mulando, Tizha Chiluba, Luo Miyanda, Agness Phiri, Lucy Sichone, Galion Mwape, Kapambwe Mulenga, Charles Chileshe, Nawa Mabuku, Dabwiso Banda, Fangyu Yan, Taro Kamigaki, Roma Chilengi, Nyambe Sinyange

“…Results Over the study period, 4,591 suspected cholera cases with geocoordinate data were identified, with incidence rates varying across the constituencies. Median cholera incidence (IQR) was 0.55 (0.27–1.44) in Lusaka, with higher incidence rates observed in unplanned residential areas. …”
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Molecular and genomic investigation of an urban outbreak of dengue virus serotype 2 in Angola, 2017-2019. by Zoraima Neto, Pedro A Martinez, Sarah C Hill, Domingos Jandondo, Julien Thézé, Marinela Mirandela, Renato Santana Aguiar, Joilson Xavier, Cruz Dos Santos Sebastião, Ana Luísa Micolo Cândido, Filipa Vaz, Gisel Reyes Castro, Joana Paula Paixão, Nicholas J Loman, Philippe Lemey, Oliver G Pybus, Jocelyne Vasconcelos, Nuno Rodrigues Faria, Joana de Morais

“…<h4>Background</h4>The transmission patterns and genetic diversity of dengue virus (DENV) circulating in Africa remain poorly understood. …”
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Dynamic parking space allocation at urban scale: Problem formulation and resolution by Hanae Errousso, Jihane El Ouadi, El Arbi Abdellaoui Alaoui, Siham Benhadou

“…To do this, we consider both solicitation rates in these areas and coverage ratios of received parking demands. …”
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The characteristics of new-onset myasthenia gravis after COVID-19 outbreak: a cross-sectional study by Yanzhen Huang, Yu Wu, Shaodan Zhou, Xianting Que, Ailing Jiang, Danli Shi, Ting Lu, Yanlan Chen, Ziqun Lin, Chao Liu, Yishuang Wen, Shuyi Zhang, Wen Huang

“…After COVID-19 outbreak, there was an increase in new-onset MG patients, with more cases occurring within the first three months. The rates of pulmonary inflammation (40.28%), COVID-19 vaccination (88.14%), and treatment with tacrolimus (15.98%) and MG duration (15 weeks, IQR: 5.75, 32) were higher, while rates of thymectomy (13.92%), baseline MG-ADL (3, IQR: 3, 6), and QMGS (7, IQR: 5,8) were lower compared to new-onset MG patients before COVID-19 outbreak. …”
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Characterizing timber harvest occurrence and intensity to inform forest carbon management across the eastern United States by Matthew B. Russell, Catherine J. Chamberlain, Lynn Riley, Natalia A. Mushegian, John S. Gunn, Ethan P. Belair, Sebastian U. Busby

“…Timber harvesting plays an important role in determining how forest management practices influence carbon storage and sequestration patterns. We analyzed recent harvesting patterns across the eastern United States to quantify harvest area, intensity, and type of silviculture across timberlands. …”
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Comparative analysis of data transformation methods for detecting non-technical losses in electricity grids by Maria Gabriel Chuwa, Daniel Ngondya, Rukia Mwifunyi

“…The high accuracy and low false positive rates enable utilities to recover unbilled revenue and reduce inspection costs, amplifying savings compared to raw data or traditional approaches. …”
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Importance of hospital-specific antibiotic policy for ensuring maternal quality of care in India: A narrative review by Arijit Banerjee, Jhuma Biswas

“…Implementing hospital-specific antibiotic policies effectively reduces infection rates and improves maternal-neonatal outcomes through standardized regimens prioritizing narrow-spectrum antibiotics and utilizing local antibiograms. …”
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Proactive Data Placement in Heterogeneous Storage Systems via Predictive Multi-Objective Reinforcement Learning by Suchuan Xing, Yihan Wang

“…The system incorporates a sophisticated reward mechanism that balances performance gains against migration overhead, while employing prioritized experience replay and adaptive learning rates to handle non-stationary workload characteristics. …”
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Experimental study on instability and failure mechanism of sandstone under freeze-thaw and load. by Wenyu Lv, Ru You, Chuangye Wang, Zhihe Wang, Yongping Wu, Panshi Xie, Chao Lyu, Sheng Luo, Yichen Li

“…Notably, the attenuation constant λ follows a monotonically decreasing pattern with increasing loading rate. Failure mode analysis reveals that sandstone predominantly exhibits tensile-shear composite failure characteristics at complete failure, with tensile cracks dominating in quantity. …”
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Bacterial Epidemiology and Antimicrobial Resistance in Children in Shandong Province, China, 2017&amp;ndash;2022: A Multicentre Retrospective Study by Yang S, Wang M, Wang S

“…In the composition of strain specimens, most of the strains came from the respiratory tract (59.8%), followed by pus (11.4%). The resistance rate of Staphylococcus spp. to penicillins remains high at 90%, while the resistance rate to linezolid is low but shows an upward trend. …”
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