3D IntelliGenes: AI/ML application using multi-omics data for biomarker discovery and disease prediction with multi-dimensional visualization by Rishabh Narayanan, Elizabeth Peker, William DeGroat, Dinesh Mendhe, Saman Zeeshan, Zeeshan Ahmed

“…., 3D IntelliGenes, which offers deeper insights, most importantly by capturing greater variability in the patient data by understanding both linear and non-linear structures, evaluating AI/ML model performance, and delineating the joint impact of biomarkers on the corresponding disease states. …”
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Influence of the Wave Form on the Material Response Delay by J. R. Azinheira, L. Reis, A. M. R. Ribeiro

“…To model damping effects in structural dynamics, the literature provides a wide range of alternatives. …”
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Hard input, soft management and student engagement: How institutional actions promote innovation ability and academic performance among top innovative talent. by Tianbao Zhang, Weihai Huang, Zhimin Liu

“…The training and cultivation of innovative talent, especially top-quality talent, cannot be explained fully by reference to a simple linear input‒output model. Research that can open the "black box" that characterizes this process has important theoretical and practical significance with respect to efforts to promote the development of high-quality education. …”
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¿Qué queda del como si no paulino? Presentismo, barroco y domesticidad posfranquista by Brice Chamouleau

“…In post-Franco Spain, it encounters a conceptual and institutional space in which presentism does not speak of a present that does not pass, but is installed in a Christian institutional montage, in which social change is not situated in a linear chronology awaiting catastrophe, the decline of a globalised history of capitalism, but in the structural time of the staged revelation of the Christian community before itself. …”
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Combinatorial-Semantic Analysis of Collocations as a Method of Linguistic Research (on the Example of Colour Collocations Formed by an Adjective Type) by M. V. Vlavatskaya

“…The article is devoted to the application of the method of complex semantic-syntagmatic analysis of collocations, or combinatorially determined lexical and phraseological units, characterized by structural-semantic integrity and having functional, idio-ethnic and other limitations. …”
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Design of Parameter Adaptive Suspension Controllers with Kalman Filter for Ride Comfort Enhancement and Motion Sickness Reduction by Jinwoo Kim, Seongjin Yim

“…To avoid full-state feedback which is very difficult to implement in a real vehicle, a static output feedback (SOF) control is chosen as a feedback structure. With the SOF structure, linear quadratic SOF and parameter adaptive controllers are designed. …”
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Comparative analysis of the measurement parameters of the palatine tonsils according to LC and CBCT data by M. E. Balashova, Z. S. Khabadze, V. I. Popadyuk

“…However, СBCT allows to visualize the bounders better, to evaluate the tonsils from both sides, excluding the superimposition of soft tissue contours (soft palate, tongue) and bone structure (mandibular angle).Conclusions. The results show that linear measurements of the tonsils are reliable since there is a positive correlation with the corresponding sagittal parameters on 2D and 3D data. …”
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VHF Balanced Amplifier with Lossless Feedbacks by I. Y. Malevich, P. V. Zayats

“…Analytical expressions are given for calculating the gain, the input gain compression point, input intercept points of the J-th order, and the noise figure of the structure. The analysis of the performance of the amplifier implemented on the MGA 62563 MMIC showed that, in comparison with other integrated solutions, increased overload capacity and structure linearity are provided. …”
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A bearing fault diagnosis method based on hybrid artificial intelligence models. by Lijie Sun, Xin Tao, Yanping Lu

“…The process employs Maximum Second-order Cyclostationary Blind Deconvolution (CYCBD) to filter out noise from the vibration signals emitted by bearings; secondly, considering the issue with the conventional Harris Hawks Optimization (HHO) algorithm which tends to prematurely converge to local optima, the differential evolution mutation operator is introduced and the escape energy factor is improved from linear to nonlinear in IHHO; then, a double-layer network model based on DBN-ELM is proposed, to avoid the number of hidden layer nodes of DBN from human experience interference, and IHHO is used to optimize DBN structure, which is denoted as IHHO-DBN-ELM method; with the optimal structure is obtained by using a combined IHHO optimized DBN and ELM; in conclusion, the proposed IHHO-DBN-ELM approach is applied to the bearing fault detection using the Western Reserve University's bearing fault dataset. …”
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Formation of spatial vegetation patterns in heterogeneous environments. by Karl Kästner, Daniel Caviedes-Voullième, Christoph Hinz

“…We then propose simple stochastic processes which can explain why and how random exogenous heterogeneity influences the formation of regular and irregular patterns. Finally, we derive linear filters which reproduce the spatial structure and visual appearance of natural patterns well. …”
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Discovering four space dimensions for the organization of electronic orbitals in a neon atom by Xu Kunming

“…Experimental results from various aspects are furnished to support this fresh view of atomic structure.…”
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Nonlinearity-induced corner states in a kagome lattice by K Prabith, Georgios Theocharis, Rajesh Chaunsali

“…Stability analysis and nonlinear continuation reveal they are intrinsic nonlinear solutions, fundamentally distinct from perturbations of linear topological or bulk states. These findings elucidate a robust mechanism for generating localized states via nonlinearity, independent of linear topological protection, and advance our understanding of how nonlinearity can give rise to novel boundary phenomena in structured media. …”
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Features of the bridge span performance when shifting the axis of the rail-sleeper grid by V. V. Korolev, A. A. Loktev, I. V. Shishkina, E. A. Gridasova

“…Engineering structures form an integral part of the railways, both already operated and yet designed. …”
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Estudio de la influencia de parámetros geométricos en la resistencia de superficies de revolución sometidas a presión externa. // Influence of geometric parameters in the load capa... by V. González Fernández

“…In the same are considered the analytic<br />formulations to take into account the non-linear behaviours, (geometric and physic) when is necessary to verify the collapse of this<br />type of structures.…”
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The whole-cycle dynamic evolution characteristics of overburden fracture and movement in extremely high mining longwall face in western mining area by REN Zhaopeng, FAN Baiqiang, CHENG Juhao, LI Xiaobin, LI Quansheng, ZHANG Cun, HAN Penghua

“…In order to explore the structural characteristics and movement laws of overburden damage and fracture in the extremely high mining longwall face in the western mining area, the 8.8 m extremely high mining longwall face of Shangwan Coal Mine was used as the research background. …”
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Impact of concentration of Bi2O3 on gamma ray shielding efficiency of BaTiO3 composite ceramics by Rama Kumar Nodagala, Tejeswara Rao Ponnada, Balaji Rao Ravuri

“…This study primary goal is to provide information on the structural changes and improved radiation shielding qualities of BaTiO3 (barium titanate) ceramics that have been added to Bi2O3 (bismuth trioxide) compound, which is made using a solid-state reaction technique. …”
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The Implementation of Emotionally-Valuable Component of the Content of Foreign-Language Education (on the Mate rial of Study Course “Spotlight”). Part I by M. N. Tatarinova, O. V. Sungurova

“…It is proved that the EVC in the linear structure of the school subject “A foreign-language” is able to ensure an integral formation of a student’s personality with developed intellectual, volitional and emoti- onally-valuable spheres. …”
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Geological and geotechnical characterization of clayey materials from Feutap (West Cameroon): suitability in ceramic industry by Isaac Yannick Bomeni, Isabelle Flora Fotsing Metegam, Aubin Nzeukou Nzeugang, Gervaise Kieufack, Nathalie Fagel

“…The field trip evaluated the thickness of each layer of clayey material along the profile; the structure and texture of the clayey materials were tested. …”
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Navigating the digital landscape: unraveling the interplay of challenge and hindrance components of technostress on employee voice behavior by Barnabás Buzás, Barnabás Buzás, Adél Csenge Simon, Adél Csenge Simon, Orhidea Edith Kiss, Klára Faragó

“…We observed a positive linear relationship between challenge stressors and voice behavior, a negative linear relationship with hindrance stressors, and a weak U-shaped relationship between techno-insecurity and promotive voice.DiscussionOur study underscores the need to analyze technostress through the challenge-hindrance stressors framework, as its components can both enhance and hinder employee motivation and voice behavior. …”
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Photoelectric Functional Copper （Ⅱ） Compounds Co⁃Constructed by Thiophene Dicarboxylic Acid and Chelated Nitrogen Ligands by Guangmin LIANG, Huihao GU, Xiaojie GONG, Yifan TAN, Kun ZHOU

“…Under solvothermal conditions,Cu（CF3COO）2·xH2O was used as a soluble copper salt, and thiophene⁃2,5⁃dicarboxylic acid （H2tdc） as a linear ligand, which reacted with 1,10⁃phenanthroline （phen） and 2,2′⁃bipyridine （bipy） respectively,to synthesize two one⁃dimensional chain compounds:[Cu（tdc）（phen）] n （1） and [Cu（tdc）（bipy）] n ·DMF （2）.The structures of the synthesized compounds were characterized by single⁃crystal X⁃ray diffraction（SC⁃XRD）.The compositions of the compounds were analyzed by polycrystalline X⁃ray diffraction and Fourier infrared spectroscopy.The performances of the compounds were studied through photocurrent response tests and solution stability tests.The results show that the asymmetric structural unit of compound 1 is extremely similar to that of compound 2,with both containing the same [Cu(tdc)] structural unit. …”
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