The Influence of Thickness and Spectral Properties of Green Color-Emitting Polymer Thin Films on Their Implementation in Wearable PLED Applications by Kyparisis Papadopoulos, Despoina Tselekidou, Alexandros Zachariadis, Argiris Laskarakis, Stergios Logothetidis, Maria Gioti

“…Low-cost, solution-based methods and facile architecture were applied to produce rigid and flexible light-emitting devices with high luminance efficiencies. …”
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Information Bottleneck-Based Domain Adaptation for Hybrid Deep Learning in Scalable Network Slicing by Tianlun Hu, Qi Liao, Qiang Liu, Georg Carle

“…Then, we introduce a variational information bottleneck (VIB)-assisted domain adaptation (DA) approach to enhance integrated deep learning and Lagrangian method (IDLA)’s adaptability across diverse network environments and conditions. …”
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Imaging of brain electric field networks with spatially resolved EEG by Lawrence R Frank, Vitaly L Galinsky, Olave Krigolson, Susan Tapert, Stephan Bickel, Antigona Martinez

“…The method is not a variation of the well-known ‘source reconstruction’ methods, but rather a direct solution to the EEG inverse problem based on our recently developed model for brain waves that demonstrates the inadequacy of the standard ‘quasi-static approximation’ that has fostered the belief that such a reconstruction is not physically possible. …”
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Low-Frequency Model Constrained Petrophysical Estimation Based on Canonical Correlation Analysis by Hanming Chen, Lingqian Wang, Yamei Cao, Ning Wang, Hui Zhou, Mingyu Yang

“…Traditional approaches, which rely heavily on rock physics models, often face challenges in accurately capturing the complex relationships between these parameters. While statistical methods such as canonical correlation analysis have shown promise in identifying linear relationships and efficiently estimating petrophysical parameters, they tend to overlook low-frequency variation trends, which can lead to unreliable estimation results. …”
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Differences in postural strategies between children with and without ADHD in tasks of static and dynamic balance by Tabea Christ, Kim Joris Boström, Heiko Wagner, Christiane Bohn

“…Children with ADHD appear to struggle to efficiently employ and combine postural strategies as required by the given task. …”
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Building Damage Detection with UNet-Backbone Fusion in High-Resolution Satellite Imagery: 2023 Morocco Earthquake by S. Holail, T. Saleh, T. Saleh, X. Xiao, A. H. Ali, D. Li

“…The rapid advancement of high-resolution remote sensing technology, offering extensive coverage and multi-temporal capabilities, combined with deep learning methods, has opened new possibilities for accurately and efficiently detecting and assessing building damage to support crisis management. …”
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Visible-infrared person re-identification with region-based augmentation and cross modality attention by Yuwei Guo, Wenhao Zhang, Licheng Jiao, Shuang Wang, Shuo Wang, Fang Liu

“…Existing models mainly focus on compensating for modality-specific information to reduce modality variation. However, these methods often introduce interfering information and lead to higher computational overhead when generating the corresponding images or features. …”
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Moisture prediction in chicken litter using hyperspectral data and machine learning by Ahmad Tulsi, Abdul Momin, Victoria Ayres

“…Efficient moisture monitoring in chicken litter is essential for sustainable poultry waste management and its application as an organic fertilizer. …”
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Consequences, costs and cost-effectiveness of workforce configurations in English acute hospitals by Peter Griffiths, Christina Saville, Jane Ball, David Culliford, Jeremy Jones, Francesca Lambert, Paul Meredith, Bruna Rubbo, Lesley Turner, Chiara Dall’Ora

“…Interventions Naturally occurring variation in the size and composition of the workforce. …”
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A single dose of inactivated influenza virus vaccine expressing COBRA hemagglutinin elicits broadly-reactive and long-lasting protection. by Hua Shi, Xiaojian Zhang, Ted M Ross

“…In this study, only one shot was administrated to the pre-immune ferrets and the COBRA-WIV efficiently elicited broadly reactive antibodies and long-lasting protection against the pdm09 strain. …”
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Generalization of artificial neural network for predicting methane production in laboratory-scale anaerobic bioreactor landfills by M.J. Zoqi

“…In System 2, the average removal efficiencies for chemical oxygen demand and ammonium were found to be 85 percent and 34 percent respectively. …”
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Data-Driven Spatial Analysis of Reforestation in Pakistan: Identifying Optimal Locations for Sustainable Forest Growth and Climate Change Mitigation by Amna Faisal, Rafia Mumtaz, Muhammad Deedahwar Mazhar Qureshi, Muhammad Ali Tahir, N. Z. Jhanjhi, Mehedi Masud, Mohammad Shorfuzzaman

“…Current approaches to large-scale reforestation include considering factors like soil quality, climate, topography, and land-use history to narrow areas for reforestation. However, these methods often struggle to efficiently identify suitable land across vast and diverse landscapes, leading to suboptimal outcomes. …”
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Exploring decision-makers’ challenges and strategies when selecting multiple systematic reviews: insights for AI decision support tools in healthcare by Beverley Shea, Andrea C Tricco, Clare Ardern, Dawid Pieper, Ba Pham, Salmaan Kanji, Yuan Chi, Sera Whitelaw, Carole Lunny, Areti-Angeliki Veroniki, Nicola Ferri, Jia He (Janet) Zhang, Jasmeen Dourka, Emma K Reid, Ebrahim Bagheri

“…Most respondents (87.0%) were interested in an AI tool to help appraise and compare SRs.Conclusions Given the identified barriers of using SR evidence, an AI tool to facilitate comparison of the relevance of SRs, the search and methodological quality, could help users efficiently choose among SRs and make healthcare decisions.…”
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Establishment and application of material balance equation for deep coalbed methane reservoirs based on coal formation stimulation background by Juntai SHI, Fengyin XU, Yunxing CAO, Xiangfang LI, Hongxing HUANG, Kai WANG, Ming CHEN, Shuo ZHANG, Yitianyu JI, Wei WANG, Zheng SUN, Jing LI

“…Then, a linear fitting method for evaluating the reserves of adsorbed gas, free gas, and dissolved gas, an explicit calculation method for average formation pressure, an evaluation method for the production proportion of adsorbed gas, free gas, and dissolved gas, a productivity evaluation method for deep coalbed methane wells, and an EUR prediction method were proposed. …”
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Neuroprotection by chronic administration of Fluoroethylnormemantine (FENM) in mouse models of Alzheimer's disease by Allison Carles, Aline Freyssin, Sarra Guehairia, Thomas Reguero, Michel Vignes, Hélène Hirbec, Gilles Rubinstenn, Tangui Maurice

“…Methods In Aβ25–35-treated mice, FENM was infused at 0.03–0.3 mg/kg/day during one week after Aβ25–35 injection. …”
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A Test of the Enhanced Vegetation Index as an indicator of human–elephant conflict around Bia Conservation Area, Ghana by Jessica-Jane Lavelle

“…To effectively and efficiently implement mitigation measures, a thorough understanding of the spatial and temporal patterns of HEC is required. …”
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Social connections related to health and well-being needs identified by children and adolescents affected by displacement in Lebanon: a participatory research study by Tanvi Jain, Lynsey Cooper, Nicole Khauli, Kathleen Pike, Brigitte Khoury, Sabrina Hermosilla

“…We hypothesize that this unique methodology will identify and describe different social connections by group quickly and efficiently. Methods: An initial scoping review of scientific and grey literature followed by stakeholder interviews identified nutrition, mental health, and abuse scenarios that guided the PATMSC (a mixed- method data collection tool that identifies and visualizes types and qualities of social connections) topics. …”
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Applying neural network algorithms to ascertain reported experiences of violence in routine mental healthcare records and distributions of reports by diagnosis by Ava J. C. Mason, Vishal Bhavsar, Vishal Bhavsar, Riley Botelle, David Chandran, Lifang Li, Aurelie Mascio, Jyoti Sanyal, Giouliana Kadra-Scalzo, Angus Roberts, Marcus Williams, Marcus Williams, Robert Stewart, Robert Stewart

“…Further development of these algorithms could usefully capture broader experiences, such as differentiating more efficiently between witnessed, perpetrated and experienced violence and broader violence experiences like emotional abuse.…”
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Identification and validation of reference genes for qPCR of Pseudomonas aeruginosa L10 under varying n-hexadecane concentrations by Huan Wang, Xiaobing Wang, Juntao Chen, Yumiao Zhang, Junhua Liu, Fangliang Xia, Jian Li, Tao Wu, Longxiang Liu

“…Abstract Pseudomonas aeruginosa can efficiently degrades petroleum hydrocarbons, but its degradation rate is affected by hydrocarbon pollutant concentrations, which must be neither too high nor too low. …”
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Measurement report: Optical and structural properties of atmospheric water-soluble organic carbon in China – insights from multi-site spectroscopic measurements by H. Chen, C. Yan, C. Yan, C. Yan, L. Huang, L. Huang, L. Du, L. Du, Y. Yue, X. Wang, Q. Chen, M. Xie, J. Liu, F. Wang, S. Fang, Q. Yang, H. Niu, M. Zheng, Y. Wu, L. Xue

“…<p>To understand the spatial variation of optical and structural properties of water-soluble brown carbon and its influencing factors in China, the light absorption, fluorescence, and Fourier transform infrared (FTIR) spectrum of water-soluble organic carbon (WSOC) in different regions of China are measured following the same analytical methods. …”
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