High-Order Spectral Method of Density Estimation for Stochastic Differential Equation Driven by Multivariate Gaussian Random Variables by Hongling Xie

“…Our main techniques are (1) we build a new multivariate orthogonal basis by adopting the Gauss–Schmidt orthogonalization; (2) with the newly constructed orthogonal basis in hand, we first assume the unknown function in the SPDE has the stochastic general polynomial chaos (gPC) expansion, second implement the stochastic gPC expansion for the SPDE in the multivariate Gaussian measure space, and third we obtain and numerical calculation deterministic differential equations for the coefficients of the expansion; (3) we used high-order algorithm of gPC-based for density estimation and moment estimation. …”
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Autonomous Maneuver Decision of UCAV Air Combat Based on Double Deep Q Network Algorithm and Stochastic Game Theory by Yuan Cao, Ying-Xin Kou, Zhan-Wu Li, An Xu

“…Firstly, through the UCAV dynamics model and maneuver library, a reasonable air combat situation assessment model and advantage reward function are established, and the sample data of situation assessment indicators are constructed using the structure entropy weight method. …”
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Continued Fraction Interpolation of Preserving Horizontal Asymptote by Yushan Zhao, Kaiwen Wu, Jieqing Tan

“…However, the rational interpolation based on the classical Thiele-type continued fractions cannot maintain the horizontal asymptote when the interpolated function is of a horizontal asymptote. By means of the relationship between the leading coefficients of the numerator and the denominator and the reciprocal differences of the continued fraction interpolation, a novel algorithm for the continued fraction interpolation is constructed in an effort to preserve the horizontal asymptote while approximating the given function with a horizontal asymptote. …”
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On Statistical Properties of a New Bivariate Modified Lindley Distribution with an Application to Financial Data by Ahmed Elhassanein

“…The one-parameter modified Lindley distribution is used as a base line to construct the new model. Its statistical properties including cumulative function, density function, marginals, moments, conditional distributions, and copula are discussed. …”
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Adaptive Control for Complex Systems with Dynamics and Time-Varying Powers by Lingrong Xue, Zhen-Guo Liu

“…First, some appropriate transformations are introduced to obtain a new system. Then, a Lyapunov function, which covers quadratic and high-order components, is recursively constructed for control design. …”
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Transposition – a Mechanism of Interaction between Semantics and Syntax by Ion BĂRBUȚĂ

“…The study aims to describe the complex mechanism of interaction between a word as a part of speech and as a part of a sentence, highlighting how semantics and syntactic functions contribute to the construction and comprehension of utterances.…”
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Study and implementation of electric cloud storage pool’s management system by Feng SHANG, Aiqiang Dong, Jian ZHANG, Guoxia WANG, Hongge ZHANG

“…The storage pool is an important part of the resource pool and plays an important role in data storage and data backup.The storage pool has the characteristics of large scale,prominent isomerism,and complex functions.The storage pool management system of the storage pool guarantees the normal work of the storage pool.Based on the design of the storage pool architecture,the functional framework of the storage pool was clarified,and the deployment structure of the storage pool management system and the overall architecture of the storage pool management system was proposed and designed,and the implementation functions and display form of the management system were elaborated in detail.The research and implementation of the storage pool management system not only promoted the construction of the power cloud resource pool,but also provided a good reference for other companies’ cloud computing technology.…”
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Model Predictive Control of Demagnetization Vibration in Permanent Magnet Synchronous Motor by Wantai Liu, Bifeng Zhou

“…Thus, this article innovatively constructs an empirical function model for UMP based on practical experience and then establishes a system observer model. …”
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INSULATED-GATE BIPOLAR TRANSISTOR FORMED IN THE BULK SILICON AND USING «SILICON ON INSULATOR» TECHNOLOGY by S. Ibrahim, I. Yu. Lovshenko, V. R. Stempitsky

“…The specific features of the functioning of various constructive solutions IGBT are studied. …”
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A regression characterization of inverse Gaussian distributions and application to EDF goodness-of-fit tests by Khoan T. Dinh, Nhu T. Nguyen, Truc T. Nguyen

“…A corollary of this result is a characterization of inverse Gaussian distribution based on a conditional joint density function of the sample. Application of this corollary as a transformation in the procedure to construct EDF (empirical distribution function) goodness-of-fit tests for inverse Gaussian distributions is also studied.…”
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Robust genetic codes enhance protein evolvability. by Hana Rozhoňová, Carlos Martí-Gómez, David M McCandlish, Joshua L Payne

“…To answer this question, we use data from massively parallel sequence-to-function assays to construct and analyze 6 empirical adaptive landscapes under hundreds of thousands of rewired genetic codes, including those of codon compression schemes relevant to protein engineering and synthetic biology. …”
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Frege: Una estipulación viable by Lourdes Valdivia

“…Incomplete names are function names which include function expressions (in a Mathematical sense), predicates, connectives and quantifiers. …”
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STATISTICAL ANALYSIS OF ACCELEROGRAMS OF REAL STRONG EARTHQUAKES by Khayrulla M. Muselemov, Osman M. Ustarhanov, Abusupyan K. Yusupov

“…Conclusion The algorithm constructed by the authors allows the statistical study of strong earthquakes, whose accelerograms are presented in a single copy, to be carried out and the corresponding correlation function parameters to be calculated. …”
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Human and Machine: A View through Kant's Use of Regulative Reason by Ümit Taştan

“…According to Kant, the regulative function of reason supplies the concepts of pure reason that guide scientific inquiry. …”
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Spatiotemporal Evolution Characteristics and Trade-offs/Synergies of Water Yield, Soil Conservation, and Carbon Storage Ecosystem Services in the Beiluo River Basin from 1970 to 20... by ZHANG Yujie, ZHANG Xiaoping, SUN Weinan, GENG Wenliang, AN Zefeng, CHEN Qingwei

“…The soil conservation capacity of forests was significantly greater than that of cropland, and the construction of terraces and other engineering measures have greatly enhanced the function of cropland. 3) The total carbon storage remained stable and then continued to increase, with a notable increase from the 2000 onwards, and a 24.09% increase in the 2020 when compared with the 1970. …”
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Control Indicators for Typical Persistent Organic Pollutants in Lake Sediments by LUO Xi, XIE Xiao-jing, XU Cheng-jian, ZHANG Lu, YAN Dan, TANG Qiang

“…Combined with the co-distribution patterns of heavy metal pollution, the response relationship between pollutant concentrations and lake functions was established. The results showed that control indicators for dioxins should be strictly graded according to lake functions: 10 ng/kg for lakes of landscape and storage functions (aligned with China’s Class I construction land standards), 5 ng/kg for lakes used for agricultural irrigation (referencing German agricultural land standards), and 1 ng/kg for lakes used for fishery purposes (based on background values and Dutch standards). …”
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Exploring the therapeutic potential and in vitro validation of baicalin for the treatment of triple-negative breast cancer by Yuan Ma, Ying Pan, Qiancheng Zhao, Chongheng Zhang, Haitao He, Lihua Pan, Jianling Jia, Aiping Shi, Yiming Yang, Wenfeng Zhang

“…A total of nine core targets of baicalin in the treatment of triple-negative breast cancer, including AKT1, ESR1, TNF-α, SRC, EGFR, MMP9, JAK2, PPARG, and GSK3B, were identified through the construction of the PPI protein interactions network and the ‘Traditional Chinese Medicine-Component-Target-Disease’ network, and a total of 252 targets related to the intersected targets were identified in the GO analysis. …”
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Establishment of an Intestinal Fibrosis Model Associated with Inflammatory Bowel Disease in VDR-/- Mice Induced by Helicobacter hepaticus Infection and Mechanism Exploration by WU Zhihao, CAO Shuyang, ZHOU Zhengyu

“…Additionally, immunohistochemical analysis and Western blotting showed that the protein expression levels of IL-33 and α-SMA were markedly increased (P<0.001) in the VDR-/-+H.h group.ConclusionVDR-/- mice infected with H.hepaticus exhibit more severe inflammatory responses, including mucosal inflammatory infiltration, impaired mucosal tissue function, and collagen deposition, indicating successful construction of the inflammatory bowel disease model. …”
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A designed predictive modelling strategy based on data decomposition and machine learning to forecast solar radiation by Mumtaz Ali, Ramendra Prasad, Salman Alamery, Aitazaz Ahsan Farooque

“…In the first stage of model design, the RLMD, a frequency resolution method, is applied to decompose the original SR time series into amplitude modulation subseries (AMs), frequency modulation subseries (FMs), and the low-frequency product functions (PFs) to reveal the internal structure of the model construction data to incrementally optimize the RLD-RF model where only PFs were used. …”
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The de novo design and synthesis of yeast chromosome XIII facilitates investigations on aging by Chun Zhou, Yun Wang, Yikun Huang, Yongpan An, Xian Fu, Daqian Yang, Yilin Wang, Jintao Zhang, Leslie A. Mitchell, Joel S. Bader, Yizhi Cai, Junbiao Dai, Jef D. Boeke, Zhiming Cai, Zhengwei Xie, Yue Shen, Weiren Huang

“…Our findings underscore the potential of synthetic yeasts in unveiling the function of aging-related genes.…”
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