Hierarchical Multi-Scale Decomposition and Deep Learning Ensemble Framework for Enhanced Carbon Emission Prediction by Yinuo Sun, Zhaoen Qu, Zhuodong Liu, Xiangyu Li

“…Traditional statistical and machine learning methods struggle to capture complex multi-scale temporal patterns and long-range dependencies in emission data. …”
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Enhanced RT-DETR with Dynamic Cropping and Legendre Polynomial Decomposition Rockfall Detection on the Moon and Mars by Panpan Zang, Jinxin He, Yongbin Yang, Yu Li, Hanya Zhang

“…Conventional visual interpretation methods that rely on orbiter imagery can be inefficient due to their massive datasets and subtle morphological signatures. …”
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Circular design strategies through Additive manufacturing: MoDom, a “circular building” housing model by Francesca Giglio, Massimo Lauria, Sara Sansotta

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Assessment of Structured Music Creation Using Compositional Hierarchical Diffusion Model in Music Using Intelligent Fuzzy Information Based Algorithm by Ru Wen

“…This paper offers an evaluation of structured music creation using a new method that combines the information-based algorithm of the Circular Power Maclaurin Symmetric Mean (CPMSM) with the Compositional Hierarchical Diffusion Model (CHDM). …”
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A New Efficient Modified First-Order Shear Model for Static Bending and Vibration Behaviors of Two-Layer Composite Plate by Vu H. Nam, Nguyen H. Nam, Pham V. Vinh, Dang N. Khoa, Do V. Thom, Phung V. Minh

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Assessing Vertical Equity in Defined Benefit Pension Plans: An Application to Switzerland by Tanja Kirn, Gijs Dekkers

“…We use an aligned dynamic microsimulation model to apply this method to the first pillar of the Swiss pension system and highlight the following three key effects: (1) the impact of the accrual rate on vertical equity; (2) the assessment of actuarial neutrality through the comparison of migrants with the non-migrant population; and (3) vertical equity across marital statuses. …”
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Using Modeling and Simulation to Study the Influence of TiO2 Shape on the Dielectric Properties of TiO2/PVDF Composite by SHAN Xue-wen, YIN Jing-hua

“…TiO2/PVDF composite materials have excellent high dielectric properties and have wide application prospects in the fields of high voltage and energy storage insulation.In this paper, the finite element method was used to simulate the structure and performance of TiO2/PVDF composite material system. …”
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Music is an Architecture Revived: a Gothic Cathedral as a Model for a Perfect Musical Composition as Seen by Vincent D’Indy by Elena V. Rovenko

“…The latter was initiated by d’Indy himself in his Cours de Composition Musicale. A step-by-step method of putting the cyclic principle into practice, regardless of the artistic material, is derived by applying the comparative analysis, which helps to develop universal models for working with repetitive patterns in spatial and temporal arts. …”
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Investigation into anti-penetration analytical model of composite sandwich structure with UHMWPE laminate under high speed impact of cylindrical projectile by Wenxi DAI, Wei XIE, Pengcheng HU, Yuansheng CHENG, Pan ZHANG, Decong LI

“…Next, a numerical model of the projectile resistance of the UHMWPE composite sandwich structure is established using finite element software ANSYS/AUTODYN, and the ballistic limits are obtained by calculating the residual velocities of the projectiles and using the fitting method. …”
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Determinants of the effective tax rate in the tourism sector: a dynamic panel data model by José Moreno-Rojas, M. Rosario González-Rodríguez, Rosario Carmen Martín-Samper

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Modeling Asphaltene Precipitation-Part II: Comparative Study for Asphaltene Precipitation Curve Prediction Methods by Ali A. Ali, Ghassan H. Abdul-Majeed

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Numerical Analysis of the Characteristics of the Heat Treatment Process of Multilayer Composite Products in Heat Technology Installations by V. N. Romaniuk, A. M. Niyakovskii, A. N. Chichko, Yu. V. Yatskevich, Т. N. Ryzhova

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Association between composite dietary antioxidant index and cognitive function impairment in the elderly: evidence from NHANES 2011–2014 by Yingying Qian, Qiang Liu, Tianlang Li

“…Moreover, a risk prediction nomogram model containing the key factors determined by logistic regression methods was constructed to estimate the probability of cognitive function impairment in older adults.ResultsCompared with participants with normal cognitive performance, those with low cognitive performance were likely to have higher age, lower education, lower household income, and lower CDAI score. …”
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Development and cross-validation of predictive equations for fat-free mass estimation by bioelectrical impedance analysis in Brazilian subjects with overweight and obesity by Kalina Veruska Da Silva Bezerra Masset, Analiza M. Silva, Analiza M. Silva, Gerson Ferrari, Gerson Ferrari, Breno Guilherme De Araújo Tinoco Cabral, Paulo Moreira Silva Dantas, Roberto Fernandes Da Costa

“…No FFM differences were observed between the new models and the reference method (p > 0.05).ConclusionThe new proposed models provide valid options to estimate FFM in an adult population with overweight/obesity.…”
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SFDformer: a frequency-based sparse decomposition transformer for air pollution time series prediction by Zhenkai Qin, Zhenkai Qin, Baozhong Wei, Caifeng Gao, Xiaolong Chen, Hongfeng Zhang, Cora Un In Wong

“…It integrates time seriesfrequency domain analysis with the decomposition of deep learning models. This approach facilitates the capture of interdependencies among high - dimensional features through time series decomposition, employs Fourier Transform to mitigate noise interference, and incorporates sparse attention mechanisms to selectively filter critical frequency components, thereby enhancing time - dependent modeling. …”
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Geny: a genotyping tool for allelic decomposition of killer cell immunoglobulin-like receptor genes by Qinghui Zhou, Mazyar Ghezelji, Ananth Hari, Ananth Hari, Michael K. B. Ford, Connor Holley, S. Cenk Sahinalp, Ibrahim Numanagić

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Modeling the pulsed neutron response for natural hydrogen detection by Xi Xili, Chen Qian, Zhang Feng

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HS–GC–MS Method for the Diagnosis of IBD Dynamics in a Model of DSS-Induced Colitis by Olga Shagaleeva, Daria Kashatnikova, Dmitry Kardonsky, Boris Efimov, Viktor Ivanov, Svetlana Smirnova, Yana Zorkina, Elizaveta Vorobjeva, Artemiy Silantiev, Viktoriia Kazakova, Irina Kolesnikova, Maria Markelova, Anna Vanyushkina, Andrei Chaplin, Tatiana Grigoryeva, Natalya Zakharzhevskaya

“…The disease activity index (DAI) and histological method were employed to assess intestinal inflammation. …”
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Improved MPCC and Generalised Predictive Speed Composite Control for Permanent Magnet Synchronous Motors by LÜ Degang, ZHANG Zeran, LIU Zhanzhuo

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Short-Term Photovoltaic Power Forecasting Based on the VMD-IDBO-DHKELM Model by Shengli Wang, Xiaolong Guo, Tianle Sun, Lihui Xu, Jinfeng Zhu, Zhicai Li, Jinjiang Zhang

“…A short-term photovoltaic power forecasting method is proposed, integrating variational mode decomposition (VMD), an improved dung beetle algorithm (IDBO), and a deep hybrid kernel extreme learning machine (DHKELM). …”
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