Optimized Distribution of Entanglement Graph States in Quantum Networks by Xiaojie Fan, Caitao Zhan, Himanshu Gupta, C. R. Ramakrishnan

“…In this work, we develop a hypergraph-based linear programming framework that delivers optimal (under certain assumptions) generation schemes for general multipartite entanglement represented by graph states, under the network resources, decoherence, and fidelity constraints, while considering the stochasticity of the underlying processes. …”
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VALIDATION METHOD FOR DETERMINATION OF THE SULFUR HEXAFLUORIDE IN PLASMA SAMPLES OF EXPERIMENTAL ANIMALS by S. S. Vlasov, S. V. Krivoshchekov, M. K. Zamanova, M. V. Belousov, A. M. Guriev, M. S. Yusubov

“…A ratio plot of peak area of sulfur hexafluoride to peak area of internal standard toluene [y, S(SH)/S(toluene)] versus concentration of sulfur hexafluoride (x, µL/mL) was linear over 0.003-0.500 µL/mL. The calibration graph can be described by the equation y=0.9526x+0.0037 (r2=0.9990). …”
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Allometric Models to Estimate the Merchantable Wood Volume and Biomass of the Most Abundant Miombo Species in the Miombo Woodlands in Mozambique by Americo Manjate, Rosa Goodman, Eliakimu Zahabu, Ultrik Ilstedt, Andrade Egas

“…This study aimed to address the need for improved volume and biomass estimates for the sustainable management and utilization of two of the most abundant timber species in Mozambique’s Miombo woodlands: <i>Brachystegia spiciformis</i> (common name: Messassa) and <i>Julbernardia globiflora</i> (common name: red Messassa). Non-linear models were developed to estimate the merchantable wood volume under bark, heartwood volume, and biomass. …”
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SARS-CoV-2 infection impairs oculomotor functions: A longitudinal eye-tracking study by Xiaoting Duan, Zehao Huang, Shuai Zhang, Gancheng Zhu, Rong Wang, Zhiguo Wang

“…The eye movement patterns in the free-viewing task shifted toward a more focal processing mode and there was no significant improvement in fixation stability among the infected. A linear discriminant analysis shows that eye movement metrics could differentiate the infected from healthy controls with an accuracy of approximately 62%, even 6 months post-infection. …”
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Biochar enhances seed germination and crop early growth for sustainable agriculture in Bangladesh. by Md Rezaul Karim, Sonchita Biswas, Md Abdul Halim, Romel Ahmed

“…The results indicated a significant (p < 0.001) increase in germination (%) with higher biochar application rates. The linear mixed-effects model showed a significant effect of biochar treatment on germination (%) (F = 57.33, p < 0.001) and a significant interaction with crop type (F = 15.84, p < 0.001). …”
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Association between composite dietary antioxidant index and the prevalence of periodontitis: results from NHANES 2009–2014 by Xinru Chen, Rui Han, Xinwei Liu, Jincheng Xu

“…RCS regression showed that CDAI was linearly and negatively related to the prevalence of periodontitis (both total and moderate/severe periodontitis). …”
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Association between dietary carotenoid intakes and the risk of asthma in adults: a cross-sectional study of NHANES, 2007–2012 by Weijie Li, Wei Zhang, Jie Du

“…The smooth curve fittings suggested a non-linear relationship between total carotenoid intake and the risk of current asthma.Conclusions Higher intake of a-carotene, β-carotene, β-cryptoxanthin, lycopene, lutein with zeaxanthin and total carotenoid were associated with lower odds of having current asthma in the US adults. …”
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Roxadustat attenuates hyperoxia-induced lung injury by upregulating proangiogenic factors in newborn mice by Liang-Ti Huang, Hsiu-Chu Chou, Chung-Ming Chen

“…Results: Exposure to neonatal hyperoxia reduced body weight; survival rate; and expressions of von Willebrand factor, HIF-1α, phosphor mammalian target of rapamycin, VEGF, and endothelial nitric oxide synthase and increased the mean linear intercept values in the pups. Roxadustat administration reversed these effects. …”
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USO DE METODOLOGIA ATIVA E TECNOLOGIAS DIGITAIS PARA FABRICAÇÃO DE INSTRUMENTOS MUSICAIS COM RESÍDUOS SÓLIDOS by Juliano da Cunha Gomes

“…O modelo social e econômico linear atual baseado na extração, consumo e descarte contribuiu em nível global para que a geração e consequente disposição de resíduos em aterros aumentasse ao longo dos anos. …”
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Explainable Climate-Based Time Series Modeling for Predicting Chemical Compositions in Tobacco Leaves by Hong He, Yunwei Zhang, Bin Li, Chengjin Tao

“…We develop and compare five predictive models: multiple linear regression (MLR), eXtreme Gradient Boosting (XGBoost), long short-term memory (LSTM), gated recurrent unit (GRU), and convolutional neural network combined with LSTM (CNN+LSTM). …”
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The Impact of Unemployment and Poverty Economic Growth in Realization Gorontalo Regency As Madinatul ‘Ilmi by Syawaluddin S

“…This study uses multiple linear regression method to measure the effect of unemployment as an independent variable (X1), poverty (X2), and dependent variable of economic growth (Y). …”
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A cross-sectional study on resilience and death anxiety among emergency nurses by Ayman Mohamed El-Ashry, Haitham Mokhtar Mohamed Abdallah, Shimmaa Mohamed Elsayed, Mahmoud Abdelwahab Khedr, Mona Metwally El-Sayed, Mohamed Adel Ghoneam

“…The stepwise hierarchical linear regression analysis of substantial factors predicting death anxiety among emergency nurses revealed that resilience, years of experience, and gender were significant predictors of death anxiety, explaining 10.2% of the variance. …”
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Advanced beamforming and reflection control in intelligent reflecting surfaces with integrated channel estimation by Sakhshra Monga, Anmol Rattan Singh, Nitin Saluja, Chander Prabha, Shivani Malhotra, Asif Karim, Md. Mehedi Hassan

“…Specifically, the sum rate for GDNNet (GNN + DNN) improves by 12.57% over linear minimum mean square error (LMMSE) and by 12.42% over perfect CSI concerning the number of users, and by 28.57% over LMMSE and by 14.28% over perfect CSI concerning pilot length. …”
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Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis by Xiaoyan Ma, Yanbin Zhang, Hui Cao, Shiliang Zhang, Yan Zhou

“…Results verify that the prediction errors of proposed models are more precise than the ones obtained by linear models. Support vector regression (SVR) provides better performance than partial least square (PLS) when combined with kernels. …”
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Efficacy of transabdominal cerclage by open laparotomy relative to existing risk factors by Cecile C. Hulshoff, Marc E. A. Spaanderman, Ralph R. Scholten, Joris vanDrongelen

“…Participants were divided into subgroups according to indication for the intervention. Linear regression and meta‐regression‐analyses were performed to assess the effect of mean cervical length (before and after transabdominal cerclage placement) and gestational age of previous preterm birth, on gestational age at delivery. …”
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The moderating effect of neuroticism on the relationship of migration status and health-related quality of life in Germany: a population-based study by Arieja Farugie, Lisa-Marie Maukel, Ana N. Tibubos

“…Gender-stratified moderation analyses were performed using General Linear Models with HRQoL (SF-12; mental and physical health) as outcome, migration status as predictor, and neuroticism (BFI-S) as moderator. …”
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Serum selenium and reduced mortality in middle-aged and older adults with prefrailty or frailty: the mediating role of inflammatory status by Chih-Po Chang, Ching-Hui You

“…The highest selenium quartile also showed a reduced risk of cardiovascular disease (CVD) mortality. Non-linear analysis indicated a significant relationship between selenium levels and all-cause mortality. …”
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Bayesian spatio-temporal disease mapping of COVID-19 cases in Bangladesh. by Sefat-E- Barket, Md Rezaul Karim, Md Sifat Ar Salan

“…<h4>Methods</h4>The study employed Bayesian spatio-temporal Poisson modeling to determine the most suitable model, including linear trend, analysis of variance (ANOVA), separable models, and Poisson temporal model for spatiotemporal effects. …”
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Employing a Carbon-Based Nanocomposite as a Diffusive Solid-Phase Extraction Adsorbent for Methamphetamine for Therapeutic Purposes by K. Lakshmi Kala, G. Anbuchezhiyan, Kavitha Pingili, Pradeep Kumar Singh, V. M. Vel, Kareem Yusuf, Ahmed Muteb Aljuwayid, Md Ataul Islam, David Christopher

“…Following tracing the calibration graph, the method’s linear ranges were determined to be 40-600 ng/ml. …”
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Comparison of Support Vector Machine (SVM) and Random Forest (RF) Algorithm Performance with Random Undersampling Technique to Predict Gestational Diabetes Mellitus Risk by Annisa Damayanti, Anna Baita

“…The results of the study showed that the SVM classification model with random undersampling technique and hyperparameter tuning with K-Fold achieved an average accuracy of 100% with precision, recall, f1-score values also reaching 100%, with the Best Parameter Kernel Linear, C value = 0.1 and gamma value = 0.001 reaching the highest accuracy of 1.0, with a ROC-AUC value of 99% indicating very good prediction performance. …”
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