Facile synthesis and decomposition kinetics of novel green energetic molecular perovskite based on nitrate group DAN-4 as an alternative for ammonium nitrate oxidizer by M. Yehia, Shukri Ismael, Ibrahim Naeem, Ana Sousa-Castillo, Margarita Vázquez-González, Miguel A. Correa-Duarte, Sherif Elbasuney

“…DAN-4 shows higher energy released than common oxidizer (AP) which evolved 836 J/g. Decomposition kinetics was investigated via isoconversional (model free) and model fitting. …”
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Photovoltaic power prediction system based on dual-layer decomposition strategy and a novel dynamic grouping multi-objective coati optimization algorithm by Xiaole Tang, Hao Lu, Yanting Kang, Wenjun Zhao

“…This system includes three core modules: data preprocessing, optimization, and prediction. The dual-layer decomposition strategy effectively utilizes high-frequency signal information, overcoming the limitations of single-layer methods. …”
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Spatial distribution and urban–rural disparity of unmet need for family planning among married/in-union women in Ethiopia: a spatial and decomposition analysis by Shimels Derso Kebede, Daniel Niguse Mamo, Jibril Bashir Adem, Agmasie Damtew Walle, Yawkal Tsega, Elsabeth Addisu, Zinabu Bekele Tadese, Ermias Bekele Enyew

“…Finally, multivariable decomposition analysis via a logit model was used to decompose the observed difference in unmet need by the compositional difference and the difference in effects of explanatory variables between places of residence.ResultsSpatial distribution of unmet need for family planning was clustered in Ethiopia with a global Moran's I index value of 0.25 (p-value = 0.004). …”
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Downscaling of the surface temperature forecasts based on deep learning approaches by Guangdi Chen, Xiefei Zhi, Shuyan Ding, Gen Wang, Liqun Zhou, Dexuan Kong, Tao Xiang, Yanhe Zhu

“…Additionally, a mean square error decomposition method was used to further diagnose the sources of errors in different models, revealing their ability to calibrate various error sources. …”
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Evaluation of Partial Factorization for Reduction of Finite Element Matrices by Pawel JARZĘBSKI, Krzysztof WIŚNIEWSKI

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Machine Learning Applied to Reference Signal-Less Detection of Motion Artifacts in Photoplethysmographic Signals: A Review by Erick Javier Argüello-Prada, Javier Ferney Castillo García

“…Despite its promising results, the literature on this topic shows several limitations and inconsistencies, particularly those regarding the model development and testing process and the measures used by authors to support the method’s suitability for real-time applications. …”
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Analysis and 15-Year Projections of the Global Burden of Tension-Type Headache by Sex from 1990 to 2021: A Systematic Review of GBD 2021 Data by Xu H, Qin X, Zhao G, Feng Z, You S

“…Through temporal trend analysis and predictive modeling, we provide insights into future TTH disease trajectories, aiding global public health policy formulation and healthcare resource allocation.Keywords: tension-type headache, gender differences, disease burden decomposition, joinpoint regression analysis, epidemiological trends, predictive modeling…”
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Finding quadratic underestimators for optimal value functions of nonconvex all-quadratic problems via copositive optimization by Markus Gabl, Immanuel M. Bomze

“…Modeling parts of an optimization problem as an optimal value function that depends on a top-level decision variable is a regular occurrence in optimization and an essential ingredient for methods such as Benders Decomposition. …”
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Research on the development path of Chengdu as a low-carbon city under the dual constraints of carbon emission and economic growth by Ji Yu, Lu Yu, Yunan Luo, Peiwen Zhang, Peiwen Zhang

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Method for cycle detection in sparse, irregularly sampled, long-term neuro-behavioral timeseries: Basis pursuit denoising with polynomial detrending of long-term, inter-ictal epile... by Irena Balzekas, Joshua Trzasko, Grace Yu, Thomas J Richner, Filip Mivalt, Vladimir Sladky, Nicholas M Gregg, Jamie Van Gompel, Kai Miller, Paul E Croarkin, Vaclav Kremen, Gregory A Worrell

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Tactical Helicopter Transportation Planning for Offshore Personnel on the Norwegian Continental Shelf by Irina Gribkovskaia, Gaute Øiestad Slettemark

“…The purpose of our research is to develop optimisation-based weekly flight program planning algorithms for energy companies operating on the NCS. <i>Methods:</i> We present a developed two-step solution method sequentially generating possible flights and solving a flight-based integer programming model, and an iterative algorithm based on the decomposition of the flight-based model for the construction of cost-optimal weekly flight programs. …”
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Parametric study of the decomposition of methane for COx-free H2 and high valued carbon using Ni-based catalyst via machine-learning simulation by Dinghao Xue, Pingyang Zhang, Yuanyuan Lin, Wenshuo Wang, Jiachang Shi, Qiang Hu, Gartzen Lopez, Cristina Moliner, Jin Sun, Tao Wang, Xinyan Zhang, Yingping Pang, Xiqiang Zhao, Yanpeng Mao, Zhanlong Song, Ziliang Wang, Wenlong Wang

“…Combined with SHAP method and univariate analysis method, XGBoost model with the best accuracy (with R2 = 0.894, RSME = 7.724) was selected for the exploration of the reaction impact of active phase loading, support loading, and reaction conditions in methane convention, hydrogen production, carbon yield, and carbon quality. …”
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Microcrack feature extraction method for chaotic optical surface of silicon nitride ceramic bearing roller based on multi-scale wavelet transform enhancement and optimized PSO-FCM... by Yi Jiang, Mengtao Tang, Wenjie Dong, Guoxing Tang, Weiwen Hu, Jiao Li

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Long-Term (2015–2024) Daily PM_2.5 Estimation in China by Using XGBoost Combining Empirical Orthogonal Function Decomposition by Jiacheng Jiang, Jiaxin Dong, Yu Ding, Wenjia Ni, Jie Yang, Siwei Li

“…A two-step PM_2.5 estimation model is established based on a machine learning algorithm and a spatio-temporal decomposition method. …”
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Real-time prediction of port water levels based on EMD-PSO-RBFNN by Lijun Wang, Shenghao Liao, Sisi Wang, Jianchuan Yin, Ronghui Li, Jingyu Guan

“…Furthermore, comparative analysis revealed that the proposed model outperforms alternative methods in port water level prediction. …”
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Early plant disease diagnosis through handheld UV–Vis transmittance spectrometer with DD-SIMCA one-class classification and MCR-ALS bilinear decomposition by Mafalda Reis-Pereira, Sarmento J. Mazivila, Fernando Tavares, Filipe Neves dos Santos, Mário Cunha

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A decomposition analysis of sociodemographic factors and non-cigarette tobacco use as contributors to the change in smoking rates in South Africa between 2017/18 and 2021 by K Kali, O Ayo-Yusuf

“…Chi-square analyses and generalised linear models were used to compare the prevalence of TNP use between the two periods. …”
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The effects of early childhood probiotic intake on the association between prenatal micronutrient supplementation and neurobehavioral development in preschool children: a four-way... by Liwen Ding, Maolin Zhang, Esben Strodl, Xiaona Yin, Guomin Wen, Dengli Sun, Danxia Xian, Yafen Zhao, Yuxing Zheng, Feitong Liu, Ruibiao Hu, Lingling Zhao, Weikang Yang, Weiqing Chen, Weiqing Chen

“…Logistic regression was used to examine the association between prenatal micronutrient supplementation and NDD across crude, adjusted, and full-inclusion models. The effect of early childhood probiotic intake on the association between prenatal micronutrient supplementation and NDD was evaluated through four-way decomposition analysis and quantified using counterfactual attribution under three scenarios.ResultsAmong the participants, 11.7% were identified with NDD. …”
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Aplicación de un algoritmo de reducción de grafos al Método de los Grafos Dicromáticos//Applying a graph reduction algorithm to Dichromatic Graphs Method by Rafael Rodríguez-Puente, Sergio Marrero-Osorio, Manuel Lazo-Cortés

“…This proposal is a contribution to the analysis of mathematical models of large dimensions and facilitates the automation of that method.…”
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Education for citizenship as a scientific problem by E. V. Putilov

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